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Selected work

Real results.
Measurable impact.

A few projects we've shipped with forward-thinking teams. We can only share what's public — the most interesting work usually isn't.

CrestCard
Fintech

AI-powered spend management at scale

CrestCard needed to categorise millions of transactions and reconcile in real time. We shipped an LLM-powered categoriser with eval-driven guardrails.

GenAIMLOpsFintech
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FreshDrop
E-commerce

Demand forecasting that respects reality

Replaced a brittle forecasting stack with a deep-learning pipeline tuned to local demand spikes. Less waste, fewer stockouts, calmer ops teams.

MLData engE-commerce
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Ledgerly
SaaS

Expense automation with OCR + LLM

We replaced a queue of manual reviewers with a multi-modal pipeline that reads receipts, infers policy and writes audit trails — with humans in the loop where it matters.

VisionLLMWorkflow
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TalentStack
Talent Marketplace

Candidate–role matching at marketplace scale

Built a recommender that surfaces high-fit candidates for open roles and vice versa, with explanations a recruiter can defend.

RecommendersSearch
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