Associate Software Engineer
Fiery, formerly known as EFI (an Epson company) Jul 2023 till February 2025 • Bengaluru, IN
- Fine-tuned Mistral‑7B using LoRA adapters on 4070 Ti Super, baking company knowledge into model.
- Deployed the fine-tuned model on a 4x1080 Ti GPU cluster via vLLM; engineered dynamic batching and employed mixed-precision inference for sub-750ms 95th-percentile Time-To-First-Token.
- Led development of "Beacon", an NER-based print-request automation service integrating with emails and natural language interfaces, leveraging a custom fine-tuned ModernBERT model.
- Built AskDB, a natural language to insights platform, used by 300+ internal users to query company DBs and auto-generate visual insights.
- Tech stack: vLLM, Python, PyTorch, LoRA, SFT, Mistral, Llama, Ollama, SQL, FastAPI.
Fullstack Developer, Intern
Corteva Agriscience Jul 2022 till Dec 2022 • Hyderabad, IN
- Migrated Flask monolith to microservices (Python, Docker, Kubernetes), optimizing AutoML job triggering and reducing job-launch latency by 40%.
- Tech stack: Python, Flask, Docker, Kubernetes.