I'm an applied AI engineer. I build AI agents end to end: the agent loop, the tools and sub-agents it works with, and the systems it plugs into.
Lately that's Bladerunner, a watchdog agent that catches other agents acting on planted instructions and patches the guardrail; Macky, a voice agent that lives in the Mac notch; and Oversight Arena, where a supervisor model learns to police five worker agents. I've sent fixes upstream to pipecat and kornia, won the TCS AI Hackathon and made the Meta PyTorch OpenEnv grand finale.
Away from the keyboard I follow the markets, read, and watch more movies than I should.
Open to work: full-time remote roles building AI agents. Let's talk.
Swift / GPT-Realtime-2 / Cloudflare Workers / Azure AI Foundry / MCP
Voice assistant in the Mac notch. Push-to-talk realtime speech, background sub-agents and MCP tools.
LangGraph / LangChain / FastAPI / Azure OpenAI / PostgreSQL
ML paper to implementation brief, with a cited Q&A agent and a skeptic pass. LangGraph, FastAPI.
Next.js / AWS Lambda / Textract / Bedrock / DynamoDB / Polly
Discharge summary in, picture and voice medicine schedule out. Never changes a dose. Lambda, Bedrock, DynamoDB.
XGBoost / LangChain / Celery / FastAPI
Credit appraisal engine with Celery pipelines and XGBoost risk scoring. IIT Hyderabad hackathon finalist.
Node.js / WebSockets / Next.js / TypeScript
Stateless Node.js WebSockets, 1,000+ concurrent connections.
First place with a 5-person team. An agent that turns bulk customer feedback into complaint categories, sentiment trends and next actions.
Cleared Round 1 solo with GitMergeEnv, then took Oversight Arena to the in-person grand finale in Bangalore.
Intelli Credit, an AI credit appraisal engine with Celery pipelines and XGBoost risk scoring.
We built an RL environment where a supervisor LLM learns to manage a 5-agent coding pipeline — detecting hallucinations, deceptive outputs, and coordinated failures that no existing benchmark trains for.
We are outsourcing basic cognitive tasks to a text box, and nobody seems alarmed by that.
B.Tech, CS & Engineering (AI & ML), CGPA 9.0
Gokaraju Rangaraju Institute of Engineering and Technology. Specialization in Artificial Intelligence and Machine Learning.
2024 - 2028
Intermediate (MPC), 97.0%
State Board Intermediate Education with Mathematics, Physics, and Chemistry.
2022 - 2024
If you have any inquiries, please feel free to reach out. You can contact me via email at abhilashreddy2429@gmail.com
