Revanth Darshan D R
AI / ML Engineer · Chennai, India
I build systems where a model stops being a notebook and starts being something people rely on — agentic pipelines, applied machine learning, and the unglamorous parts around them that decide whether any of it survives contact with real input.
- Now
- AI Process Orchestrator at Tata Consultancy Services — running end-to-end business process automation across document generation, database operations and the UI layer.
- Agentic AI
- Built a Gen AI agentic requirements generator that pulls structured requirements out of meeting transcripts and raw documents. Took it to the regional round of the internal AI hackathon.
- Shipped
- Led GreenCode AI, which reviews code for the energy it burns — delivered as a VS Code extension and a pre-commit hook, so the feedback lands where developers already are.
- Research
- A deepfake detector combining spatial and frequency-domain analysis: 99.34% on Celeb-DF at 5.6M parameters, roughly a quarter the size of the ResNet baseline it beat.
- Production
- A community platform built end to end and live with real members — React Native app, FastAPI backend, Postgres and Redis, containerised, with the release pipeline and infrastructure to match.
- Credentials
- B.Tech in Computer Science (AI & ML) from VIT Chennai, CGPA 8.56. AWS Certified Solutions Architect and Cloud Practitioner.
Education
- 2021 – 2025
- Vellore Institute of Technology, Chennai, India B.Tech. Computer Science and Engineering — Specialisation in Artificial Intelligence and Machine Learning · CGPA 8.56
- 2021
- The Schram Academy, Chennai, India Class 12, CBSE — Physics, Chemistry, Mathematics, Computer Science · 92.2%
- 2019
- The Schram Academy, Chennai, India Class 10, CBSE · 87.6%
Certifications
- Amazon Web Services
- AWS Certified Solutions Architect · AWS Certified Cloud Practitioner
- Udemy
- Power BI Data Analysis