AI Engineer • Agentic Systems • Full-Stack Delivery
I design agentic AI products, production-grade ML workflows, and resilient backend systems that turn messy business problems into automated outcomes.
Core Skills
Planner-executor workflows, tool integration, guardrails, and production orchestration patterns.
RAG pipelines, embeddings, evaluation harnesses, prompt engineering, and reliable multi-model routing.
Forecasting, anomaly detection, optimization workflows, ETL/ELT, and production model deployment.
FastAPI, Postgres, async workers, queues, caching, and API design for long-running intelligent jobs.
AWS/Azure, Docker/Kubernetes, GPU runtime setup, secure self-hosted deployments, and CI/CD.
From vague problem statements to shipped systems with observability, standards, and handover-ready docs.
Talent In Action
Built agentic research/workflow modes, financial planning demo systems, and robust data ingestion for real-estate intelligence.
Extended agent frameworks with sandboxed execution, workspace isolation, and long-running background job capabilities.
Delivered ML solutions for R&D and operations with scalable cloud MLOps pipelines and scientist-facing analytical apps.
Applied predictive analytics, optimization, and operational intelligence in startup and industrial production contexts.
Industry Exposure
Agentic underwriting, financial planning workflows, market intelligence ingestion, and decision-support systems.
R&D and manufacturing analytics, sensor-data modeling, optimization, and production-ready MLOps delivery.
Demand forecasting, kitchen planning optimization, and customer feedback text analytics for growth-focused operations.
Agent runtimes, sandboxed code execution, workspace orchestration, backend APIs, and developer platform tooling.
Industrial process analytics, anomaly detection, uptime improvement programs, and operations intelligence dashboards.
Beyond Work
I enjoy combining technical rigor with curiosity. Learning in the wild, shipping practical systems, and staying close to the latest AI shifts keeps my work grounded and fresh.
Let’s Build