Swapnil User

I am a research-oriented Data Scientist and AI engineer focused on building intelligent systems across video, image, and text data. I design and deploy deep learning and machine learning models for real-world applications such as image classification, sentiment analysis, and cyberbullying detection.

My projects include a CNN-based animal image classifier with 99% accuracy, a Bengali RAG Q&A system with 95%+ semantic accuracy using FAISS and multilingual embeddings, and an LLM-based career guidance web app integrating Groq LLM and resume evaluation tools. I combine model development, dataset preparation, and production deployment using Flask-based web apps.

I have experience mentoring students as a university Teaching Assistant and enjoy guiding future tech talent. I am proficient in Python, C/C++, Java, PHP, modern ML frameworks, and tools, and hold certifications in NLP and full-stack development, reflecting my commitment to applied research and practical engineering.