MEENA B J

open to gen ai roles

madurai, tamil nadu · software engineer, gen ai

Gen AI & agentic systems engineer

I build production LLM systems: agentic workflows in LangGraph, multi-agent orchestration with AutoGen, RAG and document-extraction pipelines, and guardrailed, observable model outputs at enterprise scale.

totally_my_code.py

def ship_it() -> str:

model = load_llm("gpt-4o") # read the leaderboard top-down

code = model.write("write good code, please")

if not ruff_passes(code): # ruff: frankly, a bit rude

code = model.write("try again, but nicer")

confidence = 0.938

while confidence < 0.95: # self-approving PR

confidence += 0.001

time.sleep(1) # let it marinate

return code # works on my machine. trust me*

Tech stack

agent.env

meena@10decoders:~$ pip freeze --production --no-cheese

LangGraph

# installed & battle-tested

AutoGen

# installed & battle-tested

DSPy

# installed & battle-tested

Agno

# installed & battle-tested

LangChain

# installed & battle-tested

Prompt engineering

# installed & battle-tested

RAG pipelines

# installed & battle-tested

Agentic workflow playground

Three pipelines, one graph engine

INGEST

OCR PASS

EXTRACT

HITL

SERVE

Two-pass PaddleOCR-then-structured-extraction, orchestrated in LangGraph, with low-confidence predictions auto-routed to human review — sustaining 93.8% extraction accuracy across 5,000+ records a day.

Experience

Full stack AI engineer

— 10Decoders, Madurai

Mar 2024 – Jul 2026

Healthcare document intelligence platform

−

Python

FastAPI

LangGraph

React

Keycloak

Architected the LLM inference and observability stack for a multi-tenant platform spanning 10 document types and 20+ client orgs — ADRs covering Agno/LangGraph/DSPy orchestration, vLLM/TensorRT-LLM inference serving, and the observability layer.
Designed human-in-the-loop review workflows that auto-routed low-confidence predictions for manual validation, sustaining 93.8% extraction accuracy while cutting manual review effort.
Led multi-tenant Keycloak auth with realm provisioning and tenant isolation across 20+ environments; shipped template-selection UI for tenant-specific workflows.

Medical records processing & AI document intelligence

LangGraph

LangFuse

Celery

React

Geospatial road intelligence & AI analytics platform

Neo4j

PostgreSQL

LangGraph

React

Java intern

— 10Decoders, Madurai

Apr 2023 – Mar 2024

Backend foundations

Java

Certifications

Applied AI & ML Essentials — IIT Patna (in progress)

Deep Learning AI — DeepLearning.AI

Education

B.E., Computer Science & Engineering

Mangayarkarasi College of Engineering, Tamil Nadu · CGPA 8.2 · Jul 2020 – May 2024

Let's talk

Phone

+91 7305151019

meenabj03@gmail.com

Location

Madurai, Tamil Nadu, India

linkedin.com/in/meena-b-j

GitHub

github.com/Meena1903

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