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Aditya Negi

@adityanegi1

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ML/AI product engineer building end-to-end AI systems for healthcare and analytics.

India

Message

What I'm looking for

I'm seeking an ML/AI product role where I can own end-to-end model development and deployment, focus on NLP/healthcare problems, build production-grade systems, and collaborate cross-functionally to deliver measurable impact.

I am an ML/AI product engineer with a B.Tech in Electrical Engineering who builds end-to-end, production-ready machine learning systems for healthcare and analytics.

At Jeeva Digital Health I designed and scaled a conversational AI with persistent memory covering 190+ mental health issues, recommender systems, PII detection pipelines, and clinician tools that generate SOAP notes and treatment plans; at Genpact I developed PVAI modules integrating OCR, NLP, and ML, achieving high NER F1 scores and significant model improvements.

I specialize in NLP, computer vision, PyTorch and TensorFlow, AWS SageMaker, LangChain and Hugging Face, and I enjoy owning prototyping-to-production ML pipelines that translate research into impactful, user-facing products.

Experience

Work history, roles, and key accomplishments

Current

ML/AI Product Engineer

Current

Jeeva Digital Health

May 2023 - Present (2 years 3 months)

Built and deployed end-to-end ML pipelines and an AI chatbot with persistent memory covering a clinically validated knowledge base of 190+ mental health issues, improving personalization and content moderation; developed clinician tools to auto-generate SOAP notes and analytics to track user and clinician performance.

Python PyTorch Hugging Face NLP AWS Sagemaker PostgreSQL Elasticsearch

Data Scientist

Genpact

Jul 2021 - May 2023 (1 year 10 months)

Built OCR/NLP/ML pipelines for pharmaco-vigilance (PVAI) to extract product data and monitor MHRA COVID vaccine adverse reactions; improved extraction F1/accuracy for Bayer fields by over 75% and achieved multi-field NER F1 of 0.82 with accuracy 0.95.

Python TensorFlow PyTorch AWS Sagemaker NER Hugging Face MLFlow

Data Analyst

Foundation for Innovative New Diagnostics

Jan 2021 - Jun 2021 (5 months)

Built and analyzed country diagnostic network models to optimize testing networks, provided scenario modelling and cost-benefit analyses, and cleaned and integrated datasets to support decision-making.