In the age of AI, technical excellence isn't enough. You need a bridge between innovation and business reality. I combine deep engineering rigor with a collaborative approach to build systems that work.
With 15+ years of enterprise background, I specialize in Tooling & Automation that empowers teams. I work closely with Product, Data, and Compliance stakeholders to ensure that our GenAI solutions are not just powerful, but also safe, ethical, and aligned with business goals.
Python, CI/CD, DevOps
Model Context Protocol
AWS, Docker, K8s
Compliance & Ethics
Architected a serverless GenAI platform to automate complex document analysis. Collaborated with Compliance and Data teams to ensure strict security and accuracy for unstructured data processing.
Interactive market rotation analysis across sectors and industries. Built a sophisticated screening and visualization pipeline for technical analysis using RRG methodology.
Training and fine-tuning GPT-style models from scratch to understand the full lifecycle of AI development. Ensuring reproducibility and deep understanding of model behavior.
Designing and implementing Model Context Protocol (MCP) servers and real-time agentic workflows. Creating the tooling infrastructure that allows agents to interact safely with enterprise data.
A scalable, layered approach to Enterprise AI. Moving beyond simple chatbots to a governed, observable, and context-aware Cognitive Platform that orchestrates deterministic workflows alongside probabilistic agents.
"More Than Just Code: A Partner in Innovation."
Translating complex AI concepts for non-technical stakeholders to drive adoption.
Uniting Product, Data, and Engineering visions into cohesive solutions.
Prioritizing safety, compliance, and reproducibility in every architecture.