⭐️Strong understanding of ML fundamentals
⭐️Experience with Python & scikit-learn
⭐️Experience with PyTorch or TensorFlow
⭐️Ability to preprocess large datasets
⭐️Understanding of model evaluation metrics
⭐️Experience deploying ML models via APIs
⭐️Familiarity with SQL
⭐️Model deployment via Flask/FastAPI
⭐️Containerization using Docker
⭐️Cloud deployment (AWS – EC2, S3)
⭐️Experience with LLMs & Transformers
⭐️Understanding of production ML pipelines
🏆 Google Girl Hackathon '24 (Round 2)
💻 GSSoC '24 Contributor
⚙️ MLOps Intern – Designed scalable CI/CD and deployment workflows for a low-resource language ASR system, enhancing model reliability and production readiness.
💡 Focus: NLP, Multimodal AI, System Design
🎓 J.C. Bose UST (2022-2026)


