Mayank Sharma

Applied AI Engineer & ML Architect
I build production AI systems, end to end

5+ years building AI systems including RAG pipelines, NLP, GenAI, and healthcare AI — architecting them from data pipeline to deployed model, not just prototyping in a notebook. Model choices, retrieval architecture, evaluation frameworks, latency and cost trade-offs: I own all of it.

M.Tech CSE - Data Science, IIT Jammu · India

AI & Machine Learning Analytics & Data Healthcare AI ML Systems Architecture Production AI/Data Platforms Applied Research

Technical Impact

AI Systems Shipped

RAG-powered assistants at 10K+ daily users. Regulatory intelligence spanning 200+ sources, 18+ countries. Designed and built end-to-end: architecture, AI pipeline, backend, deployment. Published research (AAAI 2024).

NLP · GenAI · Production Systems

Data-Driven Rigor

Data science background means I design metrics and evaluation frameworks that reveal what's actually happening, not vanity numbers. Rigor in measurement is part of how I build, not an afterthought.

Metrics · Evaluation · Statistical Rigor

Systems & Architecture

Deep focus on system design and the trade-offs between latency, cost, and accuracy. Technical depth means I can go from research paper to production deployment without handing off the hard parts.

Architecture · Trade-offs · Scale

Let's Collaborate

Looking for an engineer who owns AI systems end-to-end? I'd love to connect.

Open to Senior Data Scientist, Applied AI Engineer, Machine Learning Architect, and Senior Software Engineer (AI/Data Platform) roles in enterprise software, healthcare, data-driven B2B.