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Principal AI Engineer @ Stealth AI Startup | Deep Learning, Generative AI, ML, NLP
Senior AI/ML Engineer specializing in LLM-based agentic systems, multi-agent RAG pipelines, and production LLM evaluation frameworks. 10+ years delivering production AI/ML systems at scale across financial services, life sciences, ad-tech, manufacturing, and defense. Deep expertise in multi-agent orchestration, LLM and agent evaluation (incl. LLM-as-judge and ensemble evaluation), semantic representation and reasoning (incl. logic programming and graphs), fine-tuning with PEFT/LoRA, and translating emerging research into robust production software. Proven leader: built ML teams from inception, mentored engineers and researchers, and managed cross-functional AI initiatives end-to-end.
University of Pennsylvania
MS, Computer & Information Science
August 1, 1985 – June 1, 1987
Indian Institute of Technology, Kharagpur
B.Tech., Electrical Engg.
August 1, 1977 – June 1, 1982
Stealth AI Startup
Principal AI Engineer
March 1, 2025 – Present
United States · Remote
MasterControl
Principal Machine Learning Engineer
December 1, 2021 – January 1, 2025
Remote
FactSet
Manager and Senior Machine Learning Engineer
July 1, 2015 – November 1, 2021
New York
comScore, Inc.
Manager, Software Engineering
June 1, 2009 – April 1, 2015
Reston, VA
Bhasha, Inc.
Consultant
February 1, 2008 – June 1, 2009
Wayne, PA
Lockheed Martin
Senior Member of Engineering Staff
July 1, 2003 – January 1, 2008
Cherry Hill, NJ
Bhasha, Inc.
Consultant
August 1, 1998 – June 1, 2003
Wayne, PA
Boeing Corp.
Associate Technical Fellow
March 1, 1989 – August 1, 1998
Philadelphia, PA
AI - Deep Learning Specialization
Coursera
June 24, 2026 – Present
Deep Learning Specialization
Coursera
June 24, 2026 – Present
Generative AI with Large Language Models
Amazon Web Services
June 24, 2026 – Present
Cultural Fit Analysis
The candidate has a diverse background spanning multiple industries (AI startups, financial services, web analytics, defense, e-commerce) and roles (Principal Engineer, Manager, Consultant). This breadth of experience suggests adaptability and a willingness to tackle varied challenges. The focus on pioneering new technologies like Generative AI and LLMs aligns with an innovative culture. However, the target role of 'Data Analyst' might be a step down from their 'Principal AI Engineer' and 'Manager' roles, potentially indicating a mismatch in career trajectory or expectations, which could impact long-term cultural fit if not addressed.
Soft Skills & Operational Fit
The candidate's extensive experience in leading teams and managing projects suggests strong leadership, problem-solving, and collaboration skills. Their work on improving product quality and efficiency indicates a results-oriented approach. The long tenure in various roles also points to stability and commitment. However, without specific psychometric test results, a detailed assessment of work attitude, stress handling, and team collaboration is limited.