Selected projects.

Ere

A research and execution platform for algorithmic trading strategies in frontier and emerging markets. Includes data ingestion, feature engineering, backtesting, walk-forward validation, and live execution components.

frontier exchanges

3

tick history backtested

8 yrs

signal-to-order

< 50ms

• Python
• FastAPI
• PostgreSQL
• Redis
• Quant

Production RAG infrastructure

Built and deployed a production retrieval-augmented generation system serving 10M+ daily requests. Architected the embedding pipeline, vector search layer, and response generation system. 40% latency reduction and 99% query resolution rate.

daily requests

10M+

latency reduction

40%

resolution rate

99%

• Python
• LangGraph
• PGVector
• AWS
• RAG

HIPAA-compliant therapy platform

Lead AI Engineer for a HIPAA-compliant therapy platform built on LangGraph. Designed multi-agent therapy session flows with safety guardrails, clinical-evaluation pipelines, and audit trails meeting healthcare-compliance requirements.

compliant by design

HIPAA

audit trail

24/7

safety incidents

0

• Python
• LangGraph
• PostgreSQL
• GCP
• HIPAA

LLM evaluation & training data

Senior ML Trainer authoring software-engineering tasks, reviewer-based agent benchmarks, and trajectory annotations for frontier model training. Specialising in instruction-tuning alignment and reward-hacking prevention.

• Python
• LLM Evaluation
• Turing Enterprises

Data engineering & analytics pipelines

Built ETL pipelines, dashboards, and analytical reports for enterprise clients across finance and retail. Migrations between data warehouses, normalisation of legacy datasets, and real-time analytics rollouts.

• Python
• dbt
• Snowflake
• PostgreSQL
• Data Analytics