Consultancy Services

Turning complex bio + data problems
into systems that work.

I help biotech teams, startups, and research groups architect the software and data infrastructure they need — from automated pipelines to AI-powered lab platforms.

How I Work

I don't just consult — I build. Every engagement starts with understanding the real bottleneck, then delivering working systems, not slide decks.

01

Diagnose

Deep-dive into your current stack, workflows, and pain points. Understand where time and data are being lost.

02

Architect

Design the target system — data models, integrations, automation flows, and compliance requirements.

03

Build & Ship

Rapid prototyping and iterative delivery. Working software in weeks, not quarters.

Expertise

Solutions Architecture

Designing scalable system architectures — from cloud-native microservices to on-prem lab informatics platforms. I think in data flows, not features.

Data Engineering & Automation

Building automated data pipelines, ETL processes, and closed-loop optimization systems. From raw instrument output to actionable dashboards.

AI & Large Language Models

Integrating LLMs and machine learning into real workflows — not demos. RAG pipelines, intelligent assistants, and automated analysis.

Bioinformatics & Lab Informatics

Deep domain knowledge in cell therapy, oncolytic virotherapy, flow cytometry, and biological ontologies. I speak both biology and code.

Case Study: BioPilot

In Development

Building the operating system for cell therapy research

The Problem

Cell therapy labs run on a patchwork of disconnected tools — Benchling for notebook entries, separate LIMS for inventory, FlowJo for FACS analysis, spreadsheets for DOE. File management is clunky, integrations are spotty, and there's no single source of truth connecting a protocol to its results.

The Solution

BioPilot is a single integrated platform with cell-therapy-native ontologies, a day-by-day protocol scheduler, native FACS gating workspace, DOE optimization boards, full inventory management, and audit trails — all designed around how cell therapy researchers actually work.

Native gating replaces FlowJo → CSV → Benchling ingestion pipeline
DOE optimization as default working surface — no more export-to-stats-tool
Deep ontology: cell lines ↔ media ↔ compounds ↔ hardware ↔ processes
One platform from exploratory R&D through GMP compliance

Service Offerings

End-to-end system design and architecture review
Custom data pipeline development and optimization
AI and LLM integration strategy and implementation
Proof-of-concept and rapid prototype development
Technical project management and advisory
Lab informatics and bioinformatics platform design

Let's Build Something

Have a complex data or biotech challenge? I'd love to hear about it.

Get in Touch