Product Portfolio
A collection of AI-native products engineered for industrial autonomy and optimization. Developed products in abstracted manner enabling direct scaling without necessitating multiple deployments.
verified Certified AI PM
Gen AI & Edge AI (Industrial Autonomy & Vision)
Pellet Car Health Monitoring
Developed a multi-sensor acquisition system utilizing Edge AI to predict equipment failure, successfully extending asset life by 4X.
Autonomous Ladle Hooking
Architected a real-time vision product for crane-room streaming, automating high-risk monitoring to reduce safety risks by 100%.
Autonomous Level Monitoring
Launched a hardened Edge AI application integrated directly with plant PLCs, driving a 10% increase in total production yield.
Dimension & Heat ID Tracking
Automated hot-finished steel monitoring systems to identify dimensions and heat IDs, increasing line throughput by 25%.
Agentic AI & Meta-Heuristics (Optimus Decision Engines)
Meta-Heuristic Production Planner
Implemented a planning engine for top-tier manufacturers that optimizes complex variables to improve yearly production by 10%.
Agentic Resource Allocator
Deployed an autonomous material routing product that streamlines stockyard material movement, reducing transportation waste by 5%.
Applied Agentic AI (LLM-Native Agents)
RAG Agent — Company Policies
A retrieval-augmented agent that answers employee questions grounded in company HR policy documents, returning cited, source-backed responses.
AI Eval Agents
Automated evaluation agents that unit-test and judge LLM outputs against a rubric, catching regressions and scoring quality at scale.
AI Travel Agent
A multi-tool agent that plans family trips end-to-end — searching trains, flights and stations through live transport APIs to build a complete itinerary.
JD Creation & Bias Detection Agent
Generates tailored job descriptions and scans them for biased language, suggesting inclusive rewrites for fairer, sharper hiring.
Certifications
AI PM Accelerator
Hands-on program building production-grade, LLM-native AI products — spanning RAG, evaluation, agentic workflows and AI product strategy.
Deployments in Action
A visual journey through industrial deployments, showcasing autonomy, edge computing, and resilient systems integrated directly on the plant floor.
Pellet Car Health Tracking
Multi-sensor Edge AI acquisition system predicting equipment failure and extending asset life by 4X in direct plant operations.
