[ 03 / Consulting ]
IIFor companies shipping AI into production

I help companies ship AI that actually works.

I take on a small number of consulting engagements with software companies and product teams building production AI. From architecture and strategy down to shipping - banks, ed-tech, recruitment, OCR, generative AI.

[ Engagements I take on ]
AI Architecture & Strategy

End-to-end architecture for LLM, agentic and ML systems. Roadmaps that survive contact with production.

RAG & Agentic Systems

RAG that doesn't hallucinate. Agents that do real work. Evaluation harnesses you can trust.

Computer Vision & OCR

Document AI, OCR pipelines, vision models from prototype to scaled inference.

MLOps & Inference Optimization

Training, retraining and serving pipelines across cloud and on-prem - built for cost and latency.

[ Selected Clients ]
2026 - now
Lead AI Consultant
Digital365
Enhancing OCR systems and architecting AI-powered QA solutions for call-center operations.
2025 - now
Lead AI Consultant
Fonix Edu
Leading R&D for an AI grading system - recognition for printed & handwritten documents, synthetic data, scalable inference.
2025 - 2026
Lead Consultant · Data Science
Sampath Bank
Architecting an AI-driven fraud detection platform - real-time risk scoring, behavioural analytics, LLM decision support.
2025
Lead Consultant · Generative AI
OXO Tech
End-to-end architecture for an LLM-powered recruitment automation platform - CV parsing, ranking, fine-tuning, evaluation.
2022
Machine Learning Consultant
Fcode Labs
Applied ML consulting across product workstreams.
[ Book a Consult ]

Have an AI project that needs to actually ship?

I usually take on one or two new engagements per quarter. If you're scoping production AI work - architecture review, RAG, agents, MLOps, fraud detection, document AI - tell me what you're building.