CSE graduate specializing in Data Science and Machine Learning,
Private Tutor · Self-employed
Computer Science and Engineering graduate specializing in data science and machine learning, with hands-on experience across RAG, LLMs, computer vision, and applied statistics.
Self-employed
তারিখ জানা নেই
Sole income source while completing a full-time Computer Science and Engineering degree with a 3.76 CGPA. Teach Physics, Chemistry, Higher Mathematics, General Mathematics and Biology to Grades 9–12.
Designed the RAG pipeline and hybrid RAG+LLM chatbot, moving from Gemma 3 to Qwen; evaluated five Rasa, RAG+LLM, and hybrid architectures for Bangla, English, and Banglish in low-resource settings. Best architecture achieved the strongest semantic-similar
2022 – 2026
BSc · Computer science and engineering
Benchmarked DeepLabV3, SegFormer, and YOLOv26 on 1,969 images across 30 fruit classes; YOLOv26 achieved 0.944 mIoU, outperforming both alternatives. Published processed train/validation/test splits as public Kaggle datasets.
Built a RAG admission chatbot and fine-tuned Gemma 3 on custom JSONL data covering EWU programs, tuition, policies, and the admissions calendar.
Built a web attendance system with real-time face recognition and role-based student, teacher, and administrator portals.
Built an AI-powered learning platform with attendance tracking, classroom management, and analytics; deployed on Vercel.
Designed and implemented a relational database system for managing Olympic event data.
Designed a multi-campus network topology and addressing scheme for a university setting.