Backend Developer
NBT Studio
Feb 2025 — May 2025Designed REST APIs and database schemas using FastAPI, Django and PostgreSQL. Implemented RBAC authentication.
ML Engineer | LLM, NLP, RAG | Production experience
Software engineering student with hands-on ML and NLP experience. Worked with transformer models, embeddings, and distillation in production at a real bank.
Currently building LLM-powered agents and RAG pipelines. Interested in expanding into generative and multimodal AI research.
NBT Studio
Feb 2025 — May 2025Designed REST APIs and database schemas using FastAPI, Django and PostgreSQL. Implemented RBAC authentication.
Bank CenterCredit
Jun 2025 — Aug 2025Fine-tuned XLM-R and e5-base for multilingual text classification. Built NER pipelines for financial document extraction. Applied distillation and ONNX quantization for production deployment.
NBT Studio
Sep 2025 — Nov 2025Built AI-powered Telegram agents using LLMs and embedding pipelines via OpenRouter and Groq. Deployed local Qwen model on VPS for self-hosted inference.
BA-12
Mar 2026 — PresentBuilt production SaaS platform for medical clinic KPI management. Designed AI Actions engine with LLM integration and multi-agent pipeline for strategy generation. FastAPI, PostgreSQL, Docker, React. Real users in production.
IITU
2023 — 2027Machine Learning, Artificial Intelligence, Algorithms and Data Structures, Database Design & SQL
Built a conversational LLM assistant during ForteBank Hackathon that turns business analyst interviews into structured documents (BRD, bug reports) via REST and WebSocket. LLM generates Mermaid diagrams rendered to PNG, documents auto-published to Confluence.
Open project