AI Engineering & Data Science Consulting
Forward-Deployed AI Engineer
Hands-on technical leader deploying AI solutions that drive measurable business impact. 15+ years building intelligent systems for Fortune 500 clients, TikTok, and BCG.
Services & Expertise
AI & LLM Engineering
RAG systems, AI agents, prompt engineering, LLM-powered analytics, multi-GPU inference, and production deployment of large language models.
Data Pipeline Architecture
PySpark, Airflow, AWS, large-scale data engineering, quality frameworks, and building robust infrastructure for data-driven products.
ML & Analytics
A/B testing, price elasticity modeling, personalization engines, trend detection, time series forecasting, and statistical analysis at scale.
Technical Leadership
Team building, code review culture, SOPs, mentoring, cross-functional collaboration, and establishing engineering best practices.
Strategic Consulting
Roadmap development, stakeholder alignment, product development strategy, white papers, and translating technical capabilities into business value.
Track Record
Fortune 500
Delivered data science solutions for Fortune 500 clients at Boston Consulting Group
$52M Pilot
Personalization system achieving 25% sales lift in pilot phase
$1B Optimization
Promotional spend optimization across billion-dollar portfolio
TikTok Platform
Built transparency data platform processing millions of records
130+ Disclosures
Scaled regulatory reporting from 25 to 130+ disclosures
Industry-Leading
Achieved top-tier KPMG audit results for data quality
Selected Writing
ChatGPT Part 1: Why I Am Interested in Making LLM Applications
My journey into LLM application development and why I believe these tools will transform how we work.
An Overview of My Market Research Experience
Deep dive into market research methodologies and insights from years of client work.
Project Experience and Impact
Highlights from major projects spanning data science, ML systems, and technical leadership.
Natural Language Processing Review 2018
State of NLP technology in 2018 and practical applications for business problems.
Let's Work Together
Available for consulting, contracting, and technical advisory roles.