I lead AI & analytics projects from problem to deployment
8+ years of combined program delivery, operations, and leadership experience leading multi-workstream AI/ML, GenAI, and data-platform initiatives across engineering, data, and business teams.
LLM Evaluation & Responsible AI Suite
Systematic benchmarking framework comparing Llama 3.1 vs Mistral across semantic quality, demographic bias, prompt effectiveness, and latency — with automated PM recommendations.
Local RAG Assistant (Citations & Golden-Set Evals)
End-to-end citation-grounded RAG pipeline for unstructured data ingestion, chunking, and embedding with source-only answering, refusal logic, and golden-set evals.
Focus on delivery framing, prioritization logic, and measurable outcomes.
Align expectations, risks, and rollout strategy so projects actually land.
Emphasis on workflows, decision support, and adoption — not just accuracy.
Other Work
Additional systems across agentic workflows, talent automation, and predictive decision support.
AI PM Ops Copilot (Agentic Workflow & HITL Governance)
Built a 0-to-1 agentic workflow with Human-in-the-Loop approval gates, cutting manual preparation time by half with structured quality and compliance controls.
Multi-Modal Autonomous Agent & Desktop OS
Architected a local-first multi-modal agent system combining real-time streaming voice (<600ms latency), persistent browser automation, and macOS desktop orchestration operating at zero idle cost.
Enterprise AI Recruiting Agent (Autonomous Talent Pipeline)
Managed strategic delivery of an autonomous AI agent supporting talent-sourcing workflows, 10-dimension role evaluation, and tailored CV generation.
Certifications & Leadership
Beyond technical delivery, I apply structured project thinking across professional and real-world coordination work.
PMP® Certified
Servant leadership minded, Business vision driven. Applies structured risk thinking, stakeholder mapping, and delivery planning principles across AI and analytics work.
Multi-Workstream Delivery
Lead multi-workstream AI/ML program delivery coordinating a 35+ member PM team and 500+ global contributors at Saayam For All; 0-to-1 AI product delivery at Paisa Agent; previously at TCS, Wipro, and Amazon.
Anno Domini Band Lead
Led a 30–40 member student band coordinating people, schedules, rehearsals, logistics, and intercollegiate competitions.
Contact
Open to AI Technical Program Manager, AI Product Manager, and Analytics Delivery roles.