Senior Applied AI Engineer · Forward-Deployed
Enterprise Analytics & AI
I ship enterprise AI that survives production.
I translate enterprise requirements into Python services, retrieval systems and agent workflows. My AI/ML experience began with an internship in 2021 and spans embedded vision, backend engineering and enterprise analytics.
AI/ML experience since 2021
Google Cloud · Professional Cloud Architect Anthropic · Claude Certified Architect – ProfessionalSelected engineering work
ENTERPRISE · AGENTIC AI
Finance teams need consistent business definitions behind AI answers. I worked with technology leaders and finance stakeholders to clarify metric calculations and translate them into Python tools connected to enterprise data.
Explore projectKNOWLEDGE · RETRIEVAL
Teams need process recordings to become usable documentation and searchable knowledge. I contributed backend and AI integration, processing workflows and retrieval capabilities within a team-built platform.
Explore project Interactive demo → (fictional demo)COMPUTER VISION · PRODUCT DELIVERY
Helped build a reusable application for inspecting railway assets, infrastructure and manufactured products. Worked with cross-functional teams and clients in the United States and Japan, from requirements and implementation through testing and deployment.
Explore project Explore interactive demo → (fictional reconstruction)COMPUTER VISION · REAL TIME
Retail teams need timely product recognition and out-of-stock analytics. I refined multi-camera processing and model deployment in a system delivering sub-200 ms responses at 15–20 FPS.
Explore project Interactive demo →Notes & Ideas
Notes on AI, engineering and the decisions behind reliable systems. Practical lessons, shared when there’s something useful to say.
Question 1
What decision are we trying to improve?
Not "where can we use AI" — which actual choice someone makes, and how you would know it got better.
For senior roles, speaking, writing or collaboration, send me a message.
Prefer email? phvpavankumar@gmail.com