TJ Chalokia¶
AI Engineer and Consultant
I build AI agent systems and harnesses for research and decision-making.
Experience¶
AI Engineer | Consultant¶
2024 - Present
- I am building DeepResearch systems and domain harnesses for knowledge work.
- Built recommender systems.
- Built end-to-end sales triage systems with GPT-5 mini, automating lead qualification and triage, with calendar-booking workflows.
- Built monitoring systems and a forecasting pipeline with distribution-shift handling for operational intelligence.
- Advised startups on RAG architecture and agent workflow automation best practices.
Data Engineer, NHS England¶
2022 - 2024
- Shipped production ETL pipelines for Cancer Registration using GPT-3.5 and GPT-4 as coding agents, 2 weeks ahead of deadline
Data Analyst, NHS Digital¶
2021 - 2022
- Ported Corporate Data Quality pipelines from Excel-based tooling into ETL pipelines
- Encoded deterministic Corporate Data Quality maturity rubric into ETL pipelines, leaving vendor refresh cadence as the remaining bottleneck
Education¶
University of Leeds - MEng, BEng Chemical and Materials Engineering
1st Class Honours | 2017 - 2021