Medical writing course karachi jobs

I'm on the hunt for a skilled content creator to develop a well-articulated white paper centered on SAP digital transformation in the technology sector. This paper should be designed as a compelling pitch for our potential customers. Specifics: - Thorough investigation and presentation of SAP digital transformation in the te...crafting a robust marketing pitch for our potential clients, hence the white paper should be persuasive yet informative. Ideal Skills: - Extensive knowledge and experience in technology field, particularly SAP digital transformation. - Stellar research and content creation skills. - Ability to make complex technical concepts easy to understand. - Excellent writing skills with previous white paper authoring experience. - Sales or marketing writing...

...Fluently. They MUST specialize in IT/digital marketing/ ecommerce/employee hiring grants They MUST have a proven strong track record of total grants submitted vs approvals in the last year within Canada. They are responsible for finding funding opportunities for our organization and writing polished proposals to earn Ontario & Federal government grant money. The Grant Writer will identify, define and develop funding sources to support existing and planned program activities as well as lead the development, writing, and submission of grant proposals to the Ontario/Canadian Federal Government. Primary responsibilities include preparation of proposals and grant applications, and performance of responsible professional and administrative work in researching, identif...

I require a writer experienced in bioethics for a brief project exploring surrogacy from a utilitarian perspective. Your work should focus on the ethical implications of surrogacy, underpinned by utilitarian theory. Given the nature of the task, skills and qualifications in philosoph...related fields are highly recommended. Key Responsibilities: - Write an engaging paragraph on surrogacy, highlighting its ethical considerations. - Utilize supporting arguments from utilitarian ethics. - Ensure the content is original, well-researched, and accurate. Ideal Candidate: - Knowledge in bioethics and philosophy. - Excellent researching and writing skills. - Ability to engage readers with compelling and insightful content. - Experience writing about surrogacy or similar bioethical m...

...content accuracy - Engage with swimmers by addressing common concerns and questions - Their proven swimming background - Excellent writing and communication skills - Proficient in research and fact-checking - Familiarity with skills, training, programming, swimming destinations, open water safety, coaching qualifications, swimmers needs - Ability to translate sport science jargon into layperson terms With content expected each week, the right freelancer must be reliable and able to manage regular deadlines, while maintaining a high standard of quality in every piece. Could be fortnightly of course also for the right candidate. Skillset required: - Exceptional writing and editing abilities. - Deep understanding of swimming across various scales (from beginner to ...

I'm seeking an experienced and creative writer specialized in the fantasy genre. K...fantasy genre. Key elements to be included in this webnovel are: - Intriguing magic systems - Mythical creatures that enrich the world - Epic battles that capture reader's attention The story will revolve around a compelling hero or heroine. It's important for this character to be well-developed and relatable as they embark on their journey. Expertise required include: - Proven track record of writing in the fantasy genre - Solid understanding of character development - Ability to weave intricate, immersive worlds - Proven experience in creating engaging battle sequences This project requires a creative yet structured way of thinking, tailoring a captivating narrative that aligns...

...I'm applying for. Key Requirements: - The professional experience descriptions should be refined, highlighting my achievements and responsibilities in a clear, concise, and impactful manner. - The educational background section needs to be structured to effectively showcase my academic achievements and qualifications. The ideal candidate for this project should have: - Extensive experience in writing and refining CVs, particularly for managerial positions. - Proven ability to improve the clarity, coherence, and professionalism of professional experience and educational sections. - Excellent communication skills to collaborate effectively and deliver the revised CV in a timely manner. The project has an urgent timeline, so I would appreciate your prompt attention to this ...

I need an experienced UI/UX designer who can create professional and corporate-styled pages in both PSD and HTML format. The designs should be compatible with both desktop and mobile platforms. Key Requirements: - Design a detailed course listing page Reference link may be The ideal candidate should have proficiency in UI/UX design for professional platforms, with special emphasis on

I have half of a research paper on Social Media Usage and Happiness, but I need someone to improve it and add citations. The paper should be 6 pages long. ### Focus Areas - **Introduction and Thesis Statement** - **Analysis of Research Findings** - ...- **Analysis of Research Findings** - **Conclusion and Recommendations** ### Requirements - You should have a strong grasp of sentence structure and clarity to enhance the existing content. - I expect you to bring your own research skills to improve the paper and add relevant citations. - Please ensure the essay is 6 pages long. - Previous experience in social science or psychology research writing is a plus. Please provide a timeline for completion with your bid. I'm looking for someone who can turn around quality work in a...

I'm seeking an IT teacher to create a unit set assignment for an intermediate level ICT course. The ideal candidate should have adept ICT knowledge and experience. Key Requirements: - Vast knowledge in ICT. - Should have experience in teaching IT related subjects. - Adept at creating quality educational content. - Excellent English writing skills. - Preferably worked with BTEC (an added advantage). The task is to create a unit set assignment that should be well-structured and comprehensive for an intermediate level ICT course. The assignment must be delivered in a Word document format. Ideal Skills: - Proficient in ICT - Excellent English writing - Experience in creating educational content - Previous experience working with BTEC (advantageous)

...philosophical argument that justifies war in certain, defined circumstances. - Provide sufficient, logical reasoning and ethical principles behind the justification. I require a unique, thought-provoking and high-quality paper that showcases critical thinking and application of ethical theories. Ideally, the freelancer should possess a background in philosophy or a related field and have experience in writing about ethics, particularly just war theory. The paper should be completed as soon as possible. here is the email my professor sent about the paper- The paper is to be written in some standard word processor format in complete sentences. It is to be about 1200-1500 words on any topic covered in class. Please do not start your paper with: "Lately my topic has become v...

...high-concept, albeit edgy comic venue. (Your scene is not comparatively controversial in that respect). Your role would be either the man or the woman. THE COMPLETE SCRIPT (restaurant scene) MAN: It's wonderful to finally meet you. WOMAN: Thank you. WOMAN: You’re writing me a check?!? What do you take me for? I'm not a prostitute, you pig!! I thought this was a date! MAN: Omigosh! No! I'm SORRY. I HONOR you. I’m SO sorry. But I saw you were wearing this cross--and it reminded me: I gotta pay the Indians rent. (bedroom scene) WOMAN: Honey, are you coming to bed? MAN: ...

I'm looking for skilled and experienced freelancers across different domains - web development, graphic design, content writing, and more. Your past work and detailed project proposals will be valuable in your application. Please reach out if you are interested in working with me. Thank you.

...dependability. This color could be used for the hand, enhancing the feeling of security and professionalism. Orange: A soft, cheerful shade of orange that contrasts with the blue, used for the medical symbol to inject vitality and warmth into the design. Usage: The design’s simplicity ensures broad versatility across digital and print mediums, maintaining clarity and impact whether scaled down for small items like business cards or enlarged for banners and signage. This logo effectively balances a casual yet professional aesthetic, making Hanai Medical appear welcoming and trustworthy to both medical professionals and patients, true to its core values of care and inclusivity....

I'm seeking help with my job applications on LinkedIn. I'm interested in applying for product management jobs. Key Requirements: - Apply for product management roles on LinkedIn on my behalf - Assist in tailoring cover letters and resumes to specific job postings -...interested in applying for product management jobs. Key Requirements: - Apply for product management roles on LinkedIn on my behalf - Assist in tailoring cover letters and resumes to specific job postings - Should have a good knowledge of the LinkedIn platform and job application process Ideal Skills and Experience: - Proven experience in job application assistance - Strong communication and writing skills - Familiarity with LinkedIn's job application process - A good understanding of the job market ...

We are looking for registered Nurses in Italy, Spain, France and Germany to participate in a very short and engaging online Medical Education research project. The task has two layers: -Participate in a very short online survey about Medical Education content -Recruit other Nurses to participate in the activity. Every recruit is reimbursed for their participation. Only registered Nurses from these countries should apply, please.

I'm looking for a researcher to assist me in my university project on Nursing Education. - Your main task will be to conduct detailed online research on the subject. This includes but is not limited to: - Gathering data, reports, and academic studies regarding the latest methodologies in nursing education. - Identifying key tre...and tools used in nursing education. - Your research should ultimately help me in developing a well-informed and comprehensive research paper on Nursing Education. Ideal Skills and Experience: - Proven experience in educational research or nursing education. - Familiarity with online research methodologies and academic databases. - Strong analytical and critical thinking skills. - Excellent writing skills to summarize and present the research fi...

...Us: We're a dynamic team operating in the healthcare sector, committed to leveraging data to enhance our services and support for medical professionals. Our focus is on identifying and connecting with newer medical professionals and travel nurses to offer them tailored opportunities and support. What We Need: We're seeking a talented web scraper who can help us gather specific data on medical professionals with new NPI numbers. Your task will involve targeting individuals in specific states and collecting their information accurately and efficiently. Your Responsibilities: Develop a web scraping solution capable of targeting specific states and names of medical professionals with new NPI numbers. Ensure the accuracy and reliability of the scraped...

I'm in need of an expert in Python who can implement a neural network for ...neural network for natural language processing. The ideal freelancer should have strong experience in machine learning, specifically for NLP tasks. Training a neural network model for natural language processing. Specifically the goal is to implement with a custom dataset. Key Requirements: -Understanding the model and its functionalities and writing a Jupyter script for training with a custom data set. - Experience in developing neural networks for NLP - Ability to create models for sentiment analysis, named entity recognition, and text classification Please provide details of your relevant experience and how you plan to approach this project in your application.

I need a unique and engaging book report written within a week. It should be between 500-1000 words and written in a creative/narrative style ...creative/narrative style on the book "The ultimate Digital Marketing Playbook for Dominating your Local Area" by Krista Mashore Key Requirements: - Complete a book report within a week - Word count between 700-1000 - Writing style should be creative/narrative I'm looking for a writer who can deliver an exceptional and captivating book report that will hold the reader's interest. The book will be provided to the selected freelancer. Ideal Skills: - Proficiency in English - Experience in creative writing - Ability to meet tight deadlines - Understanding of narrative writing techniques Please provide sam...

I'm in need of a legal professional, ideally an attorney or paralegal, who can assist me with finding and analyzing case law relating to why a jury's decision should be set ...given to the judge for a trial predicated on using res judicata (the facts speak for themselves). The ideal candidate should have: - Proven experience in legal research, especially in the field of medical malpractice. - Strong understanding of court processes and legal terminology. - Excellent analytical skills to identify relevant case law. The completed research will be used for preparing for an upcoming court hearing, to convince the judge to set aside the jury verdict and be retried by the bench. Reason being is the medical terminology given to the jury would most likely be confusing to...

I'm in need of an expert in Python who can implement a neural network for ...neural network for natural language processing. The ideal freelancer should have strong experience in machine learning, specifically for NLP tasks. Training a neural network model for natural language processing. Specifically the goal is to implement with a custom dataset. Key Requirements: -Understanding the model and its functionalities and writing a Jupyter script for training with a custom data set. - Experience in developing neural networks for NLP - Ability to create models for sentiment analysis, named entity recognition, and text classification Please provide details of your relevant experience and how you plan to approach this project in your application.

I'm looking for an expert in patent writing, especially in the field of consumer products. There are approximately 5-6 patents to be written. Key responsibilities: - Conducting a patent search - Crafting the patent write-ups - Create the drawings Please note, technical drawings are not available for these patents. However, I have a clear and specific idea for each patent, including their function and design. I have written patents myself and will be able to provide clear details on the claims. I will also be able to provide hand sketches of the drawings required. The ideal candidate should have significant experience in patent writing, an understanding of consumer products and the ability to work without technical drawings. Obviously, you will be required to si...

I'm on the hunt for a talented copywriter who can help me achieve the primary goal of my project - to increase sales. The writing that you'll be creating will be geared towards the general public. Ideal Skills and Experience: - Proven experience in copywriting, which has resulted in visible sales growth. - Understands how to tailor content to a broad audience. - Ability to write persuasive and engaging content to attract a wide range of people. In a nutshell, your task will be to write compelling copy that not only draws in the general public but also motivates them to become customers. I eagerly anticipate seeing how your skills can contribute to increasing our sales.

Please Sign Up or Login to see details.

I require a skilled content writer to create engaging, informative articles focusing on the areas of Intellectual Property and Contract Law. - Your primary task will be crafting articles on legal documents. These articles shoul...should provide a layman's explanation of the legal jargon and terms found within these documents. - These articles are not only intended to inform but also to assist in improving search engine rankings and driving audience engagement. - Your writing should be clear, easy to understand and compelling. You should be capable of breaking down complex legal terms into digestible content. Ideal skills and experience: - Strong legal content writing background. - Understanding of Intellectual Property and Contract Law. - SEO knowledge and experience i...

I'm seeking an ...industry, and we're currently at the Growth stage. Key Responsibilities: - Drafting an investment proposal that succinctly and effectively communicates the value of the business - Ensuring all required business information is included - Presenting the business model, growth potential, and financial details in a clear and persuasive manner Ideal Skills & Experience: - Proven track record in writing successful investment proposals - Previous experience in the Food and Beverage industry - Understanding of the Growth stage requirements for businesses - Strong financial analysis and projection skills Your role will be crucial in attracting potential investors to take an interest in our business. If you're skilled in these areas, I look...

...platform. Here's what you should know: - You'll be handling purely text content. No images or URLs to worry about. - The text content is technical in nature-detailed and specific. What skills and experience should you have? - Excellent attention to detail: The content's technical nature means there's no room for errors. - Familiarity with handling technical content: A background in technical writing or similar is a plus, but not strictly required. - Proficiency in English: While you won't be creating content, reading and understanding the technical text is vital. - Prompt communication: I like to stay updated, so prompt responses to any queries I may have are essential. This is a straightforward task that should be both fast and easy. It's a gre...

...create a cross-platform (iOS and Android) app. The primary goal of the app is to provide information. Key Features: - A user-friendly, intuitive design that makes accessing and browsing information easy and engaging. - Implement a login feature that allows for quick access to the app without requiring user registration.( Only for initial phase later there is a need of registration also for paid course) Ideal Skills: - Proficiency in cross-platform development, with experience in both iOS and Android. - Strong UI/UX design skills to ensure the app is intuitive and visually appealing. - Familiarity with implementing secure login systems. Experience in developing similar information-providing apps would be a bonus, as would a track record of delivering projects on time and w...

I'm on the lookout for a professional well-versed in text data entry. The ideal candidate needs to: - Be proficient in entering text data accurately - Ensure data integrity and meet strict deadlines - Manage a sizable workload—around 100 to 500 pages Previous experience with large volume text data entry would be an asset. Efficiency and attention to detail are must-have skills for this job.

I need a detailed and well-researched manuscript that focuses on medical education. The manuscript will be intended for a research publication aimed at graduate students. It should be structured and written in a highly professional, academic style. Key Requirements: -follow scopus writting - Extensive experience in writing academic research manuscripts in the field of medical education - Strong understanding of the needs and expectations of a graduate student audience - Ability to translate complex information into engaging, understandable content - High level of proficiency in English, with excellent grammar and attention to detail - Familiarity with the formatting and style requirements of academic publications.

I'm in need of a skilled web developer and designer to help me create an e-commerce store. I'm looking to replicate the functionality and design of an existing successful platform like Pharmeasy....comprehensive project proposal outlining how they plan to approach this task. Design Preferences: - The design should be professional and clean. The aim is to create a user-friendly and visually appealing interface. Skills and Experience: - Proven experience in e-commerce development and design. - Ability to create a user-friendly interface with a modern and clean design. - Excellent project proposal writing skills. If you're confident in your ability to deliver a high-quality, user-friendly e-commerce store, please reach out with a detailed project proposal. Looking for...

I need an expert who can help me to write 2 pages on Microbiology within 12 hours.

...Us: We're a dynamic team operating in the healthcare sector, committed to leveraging data to enhance our services and support for medical professionals. Our focus is on identifying and connecting with newer medical professionals and travel nurses to offer them tailored opportunities and support. What We Need: We're seeking a talented web scraper who can help us gather specific data on medical professionals with new NPI numbers. Your task will involve targeting individuals in specific states and collecting their information accurately and efficiently. Your Responsibilities: Develop a web scraping solution capable of targeting specific states and names of medical professionals with new NPI numbers. Ensure the accuracy and reliability of the scraped...

I am looking for a proficient writer with great analytical skills to provide a succinct critique of "The Catcher in the Rye". Key Responsibilities Include: - Creating a 1-2 pages long book review. - Evaluating the strengths of the original work. - Identifying potential points of weakness. - Delving into the broader context of the story. Ideal applicants must: - Have excellent writing skills. - Be conversant with critical analysis. - Ideally, have read and understood "The Catcher in the Rye".

I need to assign a project related to the training of n. 1 employee who is part of my staff regarding software development with Angular language. The project involves assisting my junior developer for a maximum of 4 hours per week for a period of 4 months (total between 60 and 80 hours). Specifically, the sought-after figure will have to support my developer in case of problems related to writing the code relating to the development of our software called KAIZENCLOUD.

I'm looking to collaborate with local job providers who can work in Serbian. I've successfully completed a Microsoft course and passed the certification in just two months. I'm particularly interested in working on tasks like document creation and editing in Word, creating and editing Power Point presentations, working with Excel sheets, as well as translation and proofreading in Serbian. Key Responsibilities: - Document creation and editing in Word - Creating and editing Power Point presentations - Working with Excel sheets - Translation and proofreading in Serbian Ideal candidates should have: - Proficiency in Microsoft Office tools - Excellent command of Serbian language - Strong attention to detail - Prior experience in translation and proofreading - Ability to ...

I am seeking an teacher well versed in Excel 2021 to create a comprehensive intermediate-level course. This course will total between 12-15 hours and will be delivered through both video lectures and interactive exercises and quizzes. Here's an overview of the specific topics the course must cover. • Formulas and Functions • Data Analysis and Visualization • Pivot Tables and Charts • Advanced Functions • Named Ranges • Tables • Charts and Slicers The ideal freelancer for this project will possess strong instructional skills, extensive experience with Excel 2021, and a knack for making complex concepts easy to grasp.

I'm seeking a versatile writer capable of producing content across a wide range of writing styles for a technology-focused project. The primary goal of the writing will be to create educational content. Key Requirements: - Proficiency in creative writing, copywriting, and technical writing. - Strong background in technology and the ability to simplify complex topics for educational purposes. - Experience in developing content for educational purposes, focusing on clarity and engagement. Ideal Skills: - Excellent writing skills with a diverse portfolio across different formats. - Knowledgeable in technology trends and capable of writing for a broad audience. - Familiarity with SEO principles to enhance content visibility. - Project management...

We are looking for a highly experienced development team that has a track record of delivering quality platforms with a high experience of UI/UX to build an MVP of an online course platform/marketplace. Our main objective is to connect course providers with learners. Main Features: - **Course Search & Discovery**: This feature is paramount for our MVP with a very modern and professional UI/UX. Users should be able to easily search for courses and discover options tailored to their interests. Webinars and worships are the main education products on the platfrom. Target Audience: - Our platform primarily caters to hobbyists looking to learn new subjects. Therefore, the UI/UX should be engaging, intuitive and accessible to users with varying technical competencie...

...field. - Topic: The articles will primarily focus on health and wellness, providing valuable insights and tips to readers. - Format: The articles should be structured as listicles, providing organized, easy-to-digest content. - Tone: The writing should inspire and motivate readers, with an emphasis not on formal academic language but on uplifting, moving discourse. Ideal skills would include significant experience with article writing, especially listicles, and a depth of knowledge on the subject of health and wellness. Familiarity with motivational writing or a keen interest in health and wellness will be a huge plus. Fluency in English, excellent research abilities, and originality in the work is expected. Freelancers should be able to create engaging, easy-...

I'm looking for a talented writer with a solid grasp of English grammar for my small English major project. Key Requirements: - Research: I need you to carefully explore the topic and find relevant information to be included in the project. - Writing and Editing: The writing should be clear, concise and informative. The editing part here is crucial to ensure that the grammar is flawless. - Proofreading: I need you to meticulously proofread the content before finalizing the project. Experience in working with English major projects, particularly on grammar, would be an added advantage. The final output should be under 1000 words. I look forward to your help.

I'm looking for a professional who can help me revamp my LinkedIn profile to make it more appealing and engaging. I need assistance in various aspects, such as my profile summary, work experience...Descriptions: I would like to emphasize my job responsibilities and duties, my accomplishments and milestones, as well as the impact and results I have achieved throughout my career. - Skills and Endorsements: I need help in optimizing this section to make sure it reflects my expertise. The ideal freelancer for this project should have: - Proven experience in LinkedIn profile optimization. - Strong writing skills and the ability to create engaging content. - Understanding of search optimization and the use of keywords. - Experience in highlighting achievements and results in a profe...

Writing 4 articles, in polish, about 700-750 words each. Kw1: steuernummer/ Kw2: rozliczenia podatkowe z niemiec (all with the same kws) The content should be situation-based, intelligently incorporating the given keywords into the context. While it is not necessary to completely understand the intricacies of these keywords, a general understanding of exactly how to use them in content is key. - KW 1 should appear in the text in paragraph 2 or 3. - KW 2 should appear in the text in one of the last 3 paragraphs; - both KWs should appear in the text at least once in the given form; synonyms are then recommended for naturalness in writing. Your creativity in producing engaging, informative articles on these topics will be highly appreciated. Please ask for further clarification...

I'm planning a crowdfunding operation to generate funding for a feature drama f...to rescue her beloved cows from cattle rustlers. I'm looking for a professional who can manage this crowdfunding campaign efficiently and effectively. Your task would consist of creating a dynamic campaign strategy, engaging with potential donors, and monitoring the campaign's progress. Ideal skills for the project: - Proven experience managing successful crowdfunding campaigns. - Excellent writing skills for persuasive appeals. - Understanding of filmmaking sector will be a bonus. - Demonstrable track record of meeting financial targets. Through this project, we hope to generate enough funding to bring our thought-provoking drama to life and make a significant impact on societal vi...

...highlight my acting roles, modeling gigs, and training programs. - Fitness Industry: I need to showcase my Personal Training Certification, Group Fitness Certification, Specialized Fitness Certifications, and previous work in the field. - General: This will need a comprehensive update to reflect my current skills and experiences. Ideal skills for this job would include: - Proven experience in resume writing, particularly for multiple sectors - A good understanding of the acting and modeling industry, the fitness industry, and general resume standards - A keen eye for design, as a reformat of the current resumes is also required - Strong written communication skills to update the content effectively - Ability to work collaboratively, as I'll be providing feedback and directi...

Based on what we discussed via chat I need to do 2 websites 1st website. similar to - landing page - contact page - introduction of the board - a blog page where we update monthly what our members are doing - a past events...monthly what our members are doing - a past events page with picture links to a google drive - a page putting a spotlight on the upcoming event venue (we have one event a month) 2nd website - landing page - dive site / wreck site list. - courses with description and prices - Where ppl can inform them selves about course serials and pricing as well as wreck dice site locations - and book / reserve / inquire about courses and wreck trips - update the page with the existing course and trip schedules - all small details we spoke via chat

I'm looking for an experienced HR recruiter to overhaul and optimize my CV to ensure it seamlessly aligns with ATS, specifically SAP and Oracle systems. Your expertise will help me compose a CV that not just passes the ATS challenges, but also makes a compelli...managers. Requirements: - Demonstrated success enhancing CVs for HR individuals. - Know-how of SAP and Oracle ATS systems. - A knack for capturing and highlighting essential HR competencies. What you should focus on: - Human Resources experience. - Developing an engaging resume, compatible with ATS systems. Why you should apply: This is a great chance to apply your expertise in CV writing to help me level up my career. Show me your skills with real-life examples where your previous work has achieved succ...

I'm seeking a dedicated, SEO-knowledgeable monthly content writer who is comfortable with the topic of card processing. They should be able to enhance my WordPress site with regular articles surrounding credit, debit, and mob...processing. Prior experience in these industries is a bonus. Key Responsibilities: - Composing and publishing SEO-optimized articles monthly. - Ensuring content quality and originality. - Keeping up-to-date with card processing market trends. Skills Required: - Exceptional writing skills. - SEO understanding. - Knowledge on card processing sector. Take note, my website utilizes PayPal as our preferred payment gateway. The content should occasionally mention this. Any previous experience with PayPal-related writing is greatly appreciated. 2 X ...

I need a skilled content writer for a time-sensitive project. - You'll be tasked with crafting engaging blog articles, with the freedom to choose a suitable word count based on the topic. - The content should be well-researched, and professionally written. - It's a time-sensitive project, so the sooner the completion the better. Ideal Skills & E...for a time-sensitive project. - You'll be tasked with crafting engaging blog articles, with the freedom to choose a suitable word count based on the topic. - The content should be well-researched, and professionally written. - It's a time-sensitive project, so the sooner the completion the better. Ideal Skills & Experience: - Proven experience in blog writing. - Ability to work under tight deadlines....

I'm seeking a seasoned professional to assist me with training a neural network model for natural language processing. Specifically the goal is to implement with a custom dataset. The work includes: - Understanding the model and its functionalities and writing a Jupyter script for training with a custom data set. - Custom data integration: figuring out the format required by running the example training on text8 dataset and then adapting the in-house dataset for the purpose of training. -Finally, write a custom function which given the trained model enables a spellcheck on masked tokens of the text as in Ideal skills for this project include: - Proven experience in using NLP models and diffusion models. - Proficiency