Ebin's Profound AI Rep
Working with Ebin means fixed criteria, small proofs, simulated failures, and direct course correction.
Ebin Babu Thomas
Skills
01
AI Evaluation
Evaluation Harness Design
Adversarial Testing
Benchmark Design
Preregistration
Failure Analysis
02
Agent Engineering
LangGraph
Model Context Protocol
Claude Agent SDK
Playwright
OpenTelemetry
03
Model Engineering
PyTorch
Hugging Face
LoRA Fine-Tuning
DPO Training
vLLM
04
Backend Engineering
Python
FastAPI
PostgreSQL
Qdrant
pytest
05
Cloud Infrastructure
Docker
Kubernetes
AWS
Google Cloud
GitHub Actions
How I Operate