Open to opportunities

Debangana User

@debanganauser

Message

I build ML, NLP, and Generative AI systems with scalable backend infrastructure.

India

Message

What I'm looking for

I'm looking to build scalable backend, ML, NLP, and Generative AI solutions, especially RAG pipelines and production systems with strong observability, reliability, and deployment practices.

I've built and deployed NLP, machine learning, and Generative AI systems at Binghamton University and Information Technology Services, including real-time sentiment analysis, smart documentation tools, and clinical audio-to-summary workflows using OpenAI Whisper and GPT models.

I also built Python REST APIs handling 16K+ daily requests, an automated monitoring system that reduced incident response time and operational overhead by 80%, and a Django and React chatbot serving 100K+ daily queries. My work spans RAG pipelines, FastAPI, Docker, Kubernetes, cloud automation, and reliable backend systems.

Experience

Work history, roles, and key accomplishments

Software Engineer

Binghamton University

Jun 2024 - Jul 2025 (1 year 1 month)

Built and deployed NLP models for real-time sentiment analysis and developed a Generative AI documentation tool. Integrated OpenAI Whisper and GPT models for clinical summaries and automated data pipelines.

TensorFlow fastAPI NLP Generative AI Docker Python Whisper GPT Data Pipelines

Software Engineer

Information Technology Services

May 2023 - Jun 2024 (1 year 1 month)

Built Python REST APIs handling 16K+ daily requests and designed a service-status monitoring system. Migrated onboarding workflows for 200+ employees and developed a network traffic analyzer.

Python REST APIs JavaScript Oracle Monitoring Automation Shell Scripting

Software Engineer Intern

Ada's Team & Areto Labs

Aug 2019 - Nov 2021 (2 years 3 months)

Developed a Django and React chatbot serving 100K+ daily queries and rebuilt a client platform with React and MongoDB. Implemented CI/CD pipelines and automated GCP backups.