Background
Education & skills
Where I trained, what I wrote my thesis on, and what I actually work with.
Education
2022 — 2026B.Sc. in Computer Science and Engineering — Sylhet Engineering College
CGPA 3.62 / 4.00 · final semester 4.00 / 4.00Undergraduate thesis
End-to-End Swara Segmentation and Identification in Indian Classical Flute Melodies: A Deep Learning Framework with Comparative Analysis of Acoustic Features
A two-stage CRNN + CNN pipeline compared across acoustic feature representations, trained on a synthetically generated melody dataset built for the project.
Technical skills
Programming
PythonCC++JavaSQL
ML & NLP
PyTorchHugging Face TransformersLoRA / PEFTSHAPBanglaBERTXLM-RoBERTaQwen2.5ByT5DistilBERTNLLB-200
Audio & signal processing
MFCCLog-MelCQTPitch & RMS featuresDTWDigital signal processing
Computer vision
CNNCRNNCycleGANMobileNetV2YOLOv8
Web & tools
FlaskGradioHTML/CSSGitGitHubMATLABLaTeX
Languages
Bangla — nativeSylheti — nativeEnglish — working