I will build ai agents, rag chatbots, llm apps with data, cloud and devops end to end

G
gan_lak
G
gan_lak
Ganesh J

About this gig

I am an AI Solution Architect with 21 years in engineering and 10 years in AI. I build the whole system, not one slice of it.


WHAT I DELIVER END TO END
- Agentic AI and AI agents: LangGraph, CrewAI, MCP, tool calling, multi step workflows
- RAG on your own documents and databases: chunking, embeddings, vector search, evaluation
- LLM automation: GPT, Gemini, open models, prompt and cost optimisation
- Data engineering: pipelines, ETL, Spark, Databricks, Snowflake, SQL warehouses
- ML and deep learning: Python, PyTorch, TensorFlow, training and serving
- Backend: FastAPI, Node, REST and event driven APIs, Postgres, MongoDB, Redis
- Frontend: React, Next.js, TypeScript, a clean working UI
- DevOps and MLOps: Docker, Kubernetes, Terraform, CI/CD, MLflow, monitoring on AWS, Azure or GCP

HOW I WORK
I scope the business outcome first, agree what success looks like, then build and hand over working code you own, with documentation.

Message me with your use case and I will tell you honestly whether AI is the right answer and what it will take.

Get to know Ganesh J

Ganesh J

AI Solution Architect, Founder at Cognolux AI

  • FromIndia
  • Member sinceJul 2022
  • Languages

    English
I am an AI solution architect with 21 years in engineering and 10 in AI. I run my own practice, Cognolux AI. I take a system end to end on my own: data engineering, ML, backend, DevOps and cloud, under one owner. On my last programme that meant 80% off time to production and 40% off run cost. I build AI agents and automation that survive production, document and data classification pipelines, and the evaluation evidence a system needs to pass a risk review. Tell me the outcome you need, not the tech stack. I will tell you honestly what it takes.

My Portfolio

Other AI Development Services I Offer