AI, Data & Analytics
Vihaan Mehta
AI Engineer
Retrieval systems, evaluation design and human-reviewed automation.
Professional profile
AI Engineer with an illustrative 11-year career focused on retrieval systems, evaluation design and human-reviewed automation. Brings together python, retrieval pipelines and prompt design with practical delivery experience. Selected work below shows the problem, my contribution and the handover material rather than unsupported performance claims.
Professional experience
AI Engineer
Asterline Applied Intelligence Lab
Responsible for scoped retrieval systems, evaluation design and human-reviewed automation work, coordinating the relevant reviewers and delivery partners.
- Built retrieval over a versioned document set, added citations and defined abstention tests for missing evidence.
- Implemented structured extraction with validation and routed uncertain records to a human reviewer.
- Maintained dataset provenance and made unresolved questions visible before handover.
AI Engineer
Northmere Applied Intelligence Lab
Built a scoped practice in retrieval systems, evaluation design and human-reviewed automation, with a defined review process.
- Used python and evaluation datasets on assigned work; recorded decisions so colleagues could understand the approach.
- Prepared extraction schema and exception queue and incorporated specialist feedback before closing the workstream.
Junior Data Specialist
Cedarfield Applied Intelligence Lab
Built foundations through supported assignments, observation and practical feedback.
- Assisted with retrieval pipelines and fastapi, checking work with an experienced reviewer.
- Kept organised work records and developed clear handover habits through supervised practice.