PORTFOLIO

Work Measured By Outcomes, Not Deliverables

A selection of AI fine-tuning, software, and infrastructure engagements, shown with the metric each one moved.

SELECTED WORK

Six engagements across AI, software, and infrastructure

Client names withheld under NDA; methodology and measured outcomes shown as delivered.

Finance

Regulatory Language Model for AML Review

Domain-adapted LLM plus RLHF alignment to reduce false positives in a bank's transaction-review workflow.

38% fewer false positivesResult
Healthcare

Clinical Documentation Assistant

Advisory-only summarization model fine-tuned on de-identified clinical notes under encrypted training.

Adopted across 4 departmentsResult
eCommerce

Catalog-Aware Search & Recommendation

LoRA-tuned retrieval and ranking model trained on product catalog and query logs.

22% lift in click-throughResult
Customer Support

On-Brand Support Response Model

Instruction tuning plus RLHF on historical transcripts to reduce escalation rate.

17% fewer escalationsResult
Logistics

Route & Demand Forecasting Platform

Custom ML forecasting integrated with existing dispatch and fleet systems.

9% reduction in fuel costResult
Enterprise IT

Legacy ERP Modernization

Phased migration from an on-premises ERP to a cloud-native architecture with zero downtime cutover.

Zero downtime migrationResult

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