Satarupa Deb

Software Developer

OpenSSF

Contributed Go CLI improvements and code review fixes to Privateer and Privateer SDK, including scoped error-handling corrections for config loading and Gemara Layer 3 migration work. Implemented OSPS Baseline security control checks in pvtr-github-repo-scanner and fine-tuned Qwen2.5-3B models for schema generation and grounded QA.

GoCLI DevelopmentCode ReviewSecurity ControlsQwen2.5OllamaRAGUnit Testing

ML Research Intern

Built an open-source ASR Model and MT Model based on whisper-small and NLLB-600 for Bengali-to-English translation tasks. Conducted research and compiled findings into a paper accepted to the 20th MT Summit 2025.

ASRMachine TranslationWhisperNLLB 200ResearchPaper Writing

Software Engineering Intern

Optimized plasma density calculation program, reducing runtime by 25%, analyzing Argon plasma behavior across a 5000 K - 40000 K temperature range. Designed and implemented the Saha ionization equation solver for oxygen plasma, reducing calculation time by 12%.

PythonFortranPlasma PhysicsOptimizationSaha Ionization Equation

Machine Learning Intern

Engineered a RAG pipeline using the Llama-2-7B model and FHIR data to automate medical conversation summaries, processing 30 conversations/minute. Built API integrations between LLM and FHIR endpoints, reducing data retrieval latency by 50%.

PythonPyTorchRAGLLMLLaMA 2FHIRAPI Integration

Machine Learning Intern

Scraped 10K+ crypto tweets using Twitter API v1.1, achieving 90% data quality with a preprocessing pipeline. Fine-tuned RoBERTa model to achieve 82% sentiment classification accuracy on crypto market tweets and created a visualization dashboard.

PythonHugging FaceNLPTwitter APIRoBERTaSentiment AnalysisData Visualization