About

The short version.

I turn complex workflows into intelligent systems using Generative AI and LLMs — reducing costs, speeding decisions, and driving growth.

If it doesn't solve a real problem, it's just an expensive tech demo. Every system I build starts with a business outcome and works backward to the architecture.

Impact-Driven

40% CTR improvements. Months to minutes. Every project ships with measurable results.

Production-First

100M+ monthly events with 99.9% uptime. I build systems that scale, not prototypes that demo well.

Human-Centered

Technology adapts to people, not the other way around. Intuitive interfaces hiding complex AI.

Experience

Where I've been.

5+ years building AI systems across continents and industries.

Senior AI Consultant

Johnson & Johnson · New York, Remote

Jan 2024 — Present

Leading Generative AI model development and strategic AI consulting. Architecting backend pipelines for RAG systems serving millions of daily users.

  • Built production RAG systems at enterprise scale
  • Optimized AI model performance for critical business applications
  • Mentored cross-functional teams on AI best practices

Lead AI Engineer

Immersfy · Bangalore, Remote

May 2023 — Jan 2024

Led Generative AI development for movie pre-production automation. Managed AWS infrastructure for large-scale model training.

  • 99% reduction in storyboard creation time
  • Architected AWS infrastructure for AI model deployment
  • Technical leadership of AI engineering team

Consultant SDE (ML)

Summit Media · Philippines, Remote

Jun 2022 — May 2023

Built scalable recommendation systems and ML pipelines. Developed CI/CD for machine learning models.

  • 9% CTR improvement on recommendation engine
  • 100M+ monthly events processed
  • Consecutive 'Appreciate Great' awards

AI Engineer

VMukti Solutions · Ahmedabad

Feb 2021 — May 2022

End-to-end AI pipeline development with multi-platform deployments. Drove client solution architecture.

  • Key role in closing $11.5M deal
  • TensorRT optimization for edge devices
  • Deployed across Jetson Nano, Azure, and on-site servers
Skills

What I work with.

Tools and technologies I use daily to build production AI systems.

Generative AI & LLMs

Large Language ModelsRAG SystemsPrompt EngineeringAgentic AILangChain / LangGraphDiffusion Models

AI/ML Frameworks

PyTorchTensorFlowComputer VisionNLPModel OptimizationTensorRT

MLOps & Infrastructure

AWS (SageMaker, EC2, Glue)Docker & KubernetesMLflowCI/CD PipelinesApache AirflowPerformance Monitoring

Data & Backend

PythonFastAPIVector DatabasesPostgreSQLRedisAPI Architecture

Want to know more?

Check out my work or reach out directly.