Curriculum vitae
Computer Science researcher working on robust and explainable machine learning for scientific problems.
Computer Science researcher working on machine learning for scientific problems, with current research in protein language models, Earth observation, and earthquake early warning.
03/2022 – 07/2026
B.Sc. (Engg.) in Computer Science & EngineeringShahjalal University of Science and Technology, Sylhet · CGPA: 3.89 / 4.00 · Class Rank: 3rd of 111
SUST
01/2025 – 06/2026
Research Assistant · Shahjalal University of Science and TechnologyWorked under Dr. Ahsan Habib on crime-pattern analysis using Sylhet newspaper and police data; contributed K-means clustering, time-series forecasting, recidivism analysis, and 3D visualisation.
Sylhet
Active
Protein language modelsAdapting ProGen2 to thermophile-associated sequence space using parameter-efficient supervised fine-tuning, DPO, KTO, homology-controlled evaluation, and explainability.
Scientific ML
Active
SAR semantic segmentationDeveloping cross-regional Sentinel-1 water-segmentation models and studying geographic bias, backscatter variability, radar artefacts, and model behaviour.
GeoAI
Active
Earthquake early warningExtending initial P-wave modelling toward cross-region transfer and relationships with shaking, energy, and source properties using explainability-based evaluation.
Seismology
2026
Protein-Based Fish Species Identification: Dataset, Models, and Insights from Native Bangladeshi FishN. H. Fahim, A. U. Muhib, M. S. Rahman · IEEE QPAIN 2026 · doi:10.1109/QPAIN69676.2026.11546620
Published
2025
Real-Time Earthquake Magnitude Classification from Initial P-Waves: Models, Dataset, and Comparative Analysis for South AsiaM. N. Hasan Fahim, M. A. Ullah Muhib, R. A. Tanvir, A. Al Noman · IEEE ICCIT 2025 · doi:10.1109/ICCIT68739.2025.11489542
Published
2026
Parameter-Efficient Preference Optimization and Supervised Fine-Tuning of ProGen2 for Thermophile Sequence SpaceSubmitted to PLOS ONE.
Submitted
2026
Spatiotemporal Crime Dynamics and Recidivism Analysis in Urban Bangladesh: A Hybrid K-Means ApproachSubmitted to SUST Journal of Science and Technology.
Submitted
07/2025 – 12/2025
Backend Software Engineer · BRAC Tech & SELP-RHRN AI FellowshipBuilt a FastAPI backend for a gamified social platform, multi-LLM pipelines using GPT-4o and Gemini for Bengali content, PostgreSQL JSONB schemas, and Docker-based services.
Dhaka
Full-stack AI
Multimodal AI Search & Recommendation EngineFastAPI, OpenAI Vision, ChromaDB, Redis, PostgreSQL, and Docker; hybrid text/image retrieval with relational-to-vector synchronisation.
Computer vision
COWTRAIN: Cattle Weight EstimationYOLOv8 instance segmentation, a reference-object scale, regression, and a FastAPI backend for image-based weight prediction.
Personal
Champion
AI Meets Climate HackathonReal-time climate-reporting pipeline using ASR and named-entity recognition.
Oxfam
Awarded
SUST Rising TeamBest-performing junior team in CSE Carnival 2024.
SUST
2nd runner-up
AI-FICATION 2025ASR for converting ten regional languages into standard Bengali.
CUET
3rd place
Robi Datathon 3.0 Qualifier, Problem 3Future purchase-probability forecasting with time-series analysis.
Robi
4th place
DL Enigma 1.0, SUST CSE CarnivalBangladeshi roadside object detection.
SUST
5th place
Code Samurai Hackathon 2024Garbage-collection routing and service planning.
DU & BJIT
C, C++, Python, Java
Machine Learning, Deep Learning, Computer Vision, NLP, LLMs, PyTorch, TensorFlow, LangChain
FastAPI, SQL, PostgreSQL, RAG, Vector Databases, AWS, Docker, Git
Specialist · maximum rating 1431
Handles: master0fthesea, enbugger
3-star coder · maximum rating 1735
Handle: master0fthesea
1,500+ problems across Codeforces, CodeChef, LightOJ, AtCoder, and LeetCode; two national inter-university onsite contests.
For the concise application version with complete dates and contact details:
Download CV (PDF) ↓Faculty members who can comment on my academic preparation, research ability, and collaborative work.
Professor
Department of Computer Science & Engineering
Shahjalal University of Science & Technology
Undergraduate Thesis Supervisor & Course Instructor
Supervised my undergraduate thesis and taught me during my undergraduate studies.
Associate Professor
Institute of Information and Communication Technology (IICT)
Shahjalal University of Science & Technology
Research Assistant Supervisor
Supervised my research assistant work on spatiotemporal crime-pattern analysis and forecasting.
Professor & Head
Department of Computer Science & Engineering
Shahjalal University of Science & Technology
Research Collaborator & Course Instructor
Collaborating with me on research involving LLMs and agentic systems for industrial use cases; he also taught me during my undergraduate studies.