Building AI solutions for social impact | Generative AI | LLMs, RAGI am working as an Associate Machine Learning Scientist II at Wadhwani AI. With 3 years of experience in building Artificial Intelligence based solutions for Healthcare Problems, I have worked with Computer Vision, Tabular Data and Natural Language Processing algorithms and techniques. Also, published a paper at AAAI Conference 2024Currently, I have been using Large Language Models (LLMs) to build Retrieval Augmented Generation (RAG) based assistant(chatbot) for Frontline healthcare workers. I like teaching and have conducted lectures and workshops for teaching basic of AI, LLMs, challenges in building real world AI products to bureacrats, doctors, policy experts and students.Creating Synthetic Data, Prompt Engineering, LLM Evaluations, Retrieval, Fine-tuning Embedding models, AI/ML Teaching/Training
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Senior Machine Learning EngineerAi71 -
Associate Ml Scientist IiWadhwani Ai Jan 2023 - PresentDelhi, IndiaLeading multiple projects, managing people, handling external engagement, hiring and interviewing people, trying new things, failing and having fun.• I am part of the ehealth AI unit of Ministry of Health and Family Welfare • Building LLM-powered assistant for Frontline Healthcare workers in India using Retrieval Augmented QA system with Prompt engineering.• Leading the ML team for AI powered Clinical Decision Support System integrated in eSanjeevani, the telemedicine… Show more Leading multiple projects, managing people, handling external engagement, hiring and interviewing people, trying new things, failing and having fun.• I am part of the ehealth AI unit of Ministry of Health and Family Welfare • Building LLM-powered assistant for Frontline Healthcare workers in India using Retrieval Augmented QA system with Prompt engineering.• Leading the ML team for AI powered Clinical Decision Support System integrated in eSanjeevani, the telemedicine application of Govt of India. Have supported more than 14 million consultations till June, 2023.• Along with the above I also handle the external engagement with LV Prasad Eye Institute for eye-care solutions. Currently, building AI solution to assist Corneal surgeons to improve patient vision outcomes in Keratoplasty surgery.• I also curate content for AI Readiness Workshops that we organise as part of our Capacity building exercise and have delivered AI Readiness training to the doctors at AIIMS Rishikesh and PGI Chandigarh.• I also contribute in hiring and interview candidates on Machine Learning System Design and Applied ML/DL. Show less -
Associate Machine Learning Scientist IWadhwani Ai Aug 2021 - Jan 2023New Delhi, Delhi, IndiaI joined Wadhwani AI straight out of college in August 2021 being motivated by their grand vision, interesting problems, talented people and my own interest in using my skills to create social impact.In my first 1.5 years, I worked majorly on 3 problems.1. TB-Line Probe Assay2. Clinical Decision Support System3. Ophthalmology (Diabetic Retinopathy Detection)In my role, I mostly juggle between being an individual contributor and managerial duties• I'm responsible for… Show more I joined Wadhwani AI straight out of college in August 2021 being motivated by their grand vision, interesting problems, talented people and my own interest in using my skills to create social impact.In my first 1.5 years, I worked majorly on 3 problems.1. TB-Line Probe Assay2. Clinical Decision Support System3. Ophthalmology (Diabetic Retinopathy Detection)In my role, I mostly juggle between being an individual contributor and managerial duties• I'm responsible for leading and managing multiple projects.• Manage two full-time person from ML team along with interns• I help in hiring and interviewing people for the ML team. I mostly interview people on ML fundamentals and ML System Design• I also help in brainstorming and finalising ML use cases and problems to take up by the institute to solve• I have also led conversations from ML team with external stakeholders for various collaborations and projects Show less -
Teaching Assistant, EconometricsIndraprastha Institute Of Information Technology, Delhi Jan 2021 - May 2021Assisted Dr Gaurav Arora (Assistant Professor of Economics, IIITD) in running Econometrics-I (ECO321) course for sophomores, juniors and senior students at IIIT-Delhi along with 3 other TAs. I was responsible for evaluating exams, assignments and quizzes, holding office hours for doubts. Conducted tutorial on R and designed Data related assignment. -
Research InternWadhwani Ai May 2020 - Jul 2020Mumbai, Maharashtra• AI for Social Good.• Worked on applying AI and data science solutions to problems of non-adherence in Tuberculosis (TB).Wadhwani AI is a non-profit AI research institute that aims to build AI solutions for Social Good. As a part of their Tuberculosis team, I worked with a diverse group of people consisting of doctors, field researchers, AI scientists to understand the problem of patient non-adherence to medication in TB treatment.My internship project was to build a… Show more • AI for Social Good.• Worked on applying AI and data science solutions to problems of non-adherence in Tuberculosis (TB).Wadhwani AI is a non-profit AI research institute that aims to build AI solutions for Social Good. As a part of their Tuberculosis team, I worked with a diverse group of people consisting of doctors, field researchers, AI scientists to understand the problem of patient non-adherence to medication in TB treatment.My internship project was to build a machine learning solution to predict the future drop-off probability of patients to provide timely human interventions. Show less -
Summer InternTrivedi Centre For Political Data Jun 2019 - Jul 2019Sonipat, Haryana, IndiaGuide: Mohit Kumar (Data Science and GIS Engineer, TCPD)Worked on extracting data from elections documents, cleaning them to create a dataset of the legislators for different state assemblies and Loksabha. -
Student ContributorOxford Internet Institute, University Of Oxford Jan 2019 - Apr 2019Led a team of 5 peers in developing a Twitter archive of Indian Political Leaders, Narendra Modi, Rahul Gandhi for the analysis in the 2019 General Elections.Worked under the team of Prof. Ralph Schroeder, Oxford Internet Institute, University of Oxford and Prof. Anupam Das, IIM Kozhikode.
Mukul Kumar Education Details
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What company does Mukul Kumar work for?
Mukul Kumar works for Ai71
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Mukul Kumar's current role is Senior Machine Learning Engineer.
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Mukul Kumar attended Indraprastha Institute Of Information Technology, Delhi.
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Mukul Kumar
Hr Executive | Proficient In Hr Operations, Payroll, Hrms & Ats | Skilled In Hris, Onboarding, Hr Policies & Employee Relations | Hr GeneralistGurugram -
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Mukul Kumar
Delhi, India
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