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Adithya Sharma
Mid-level AI/ML Engineer specializing in MLOps, NLP, and Generative AI
Remote, USAMachine Learning Engineer, Encora (Client: Eli Lilly)5 years experienceMid-LevelHealthcarePharmaceuticalsTechnology
ScreenedReferences VerifiedIdentity Verified
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About
Built and deployed a production LLM-powered text-to-SQL/document intelligence chatbot on AWS that lets non-technical business users query complex enterprise databases in plain English. Demonstrates deep practical expertise in schema-aware prompting, embeddings-based schema retrieval, SQL safety/validation guardrails, and rigorous offline/online evaluation with human-in-the-loop approvals for risky queries.
Experience
Machine Learning EngineerEncora
Machine Learning EngineerCyrvana
Machine Learning EngineerTechimax
Education
University of Michigan, Dearbornmaster, Artificial Intelligence (2024)
Jawaharlal Nehru Technological University (JNTU), Hyderabadbachelor, Mechanical Engineering (2020)
Key Strengths
- Built and deployed production LLM text-to-SQL system enabling non-technical users to query enterprise databases
- Strong guardrails for reliability: schema-retrieval prompting, whitelisting, query validation, execution constraints, and fallbacks
- Designs measurable evaluation frameworks (execution accuracy, validity, safety, latency/cost, clarification rate) with offline datasets and regression runs
- Production-minded architecture on AWS with containerized service, secure API, private VPC database connectivity, and IAM-based access control
- Effective orchestration of multi-step agent workflows with conditional routing and human-in-the-loop checkpoints (LangGraph)
- Strong stakeholder collaboration: iterative demos, feedback loops, expectation management, and UX-focused clarifying questions
Reference Highlights
Moderately Recommended
- Saved the team time / improved efficiency
- Collaborative
- Team player
- Great cross-team collaboration
- Excellent communication skills
- Consistently clear at explaining technical concepts across projects
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