Hey, I'm AKiB 👋
AKiB HaSaN
PYiL
PYiL
AI · ML Engineer
System Engineer
Backend Developer
Dhaka, Bangladesh
Final-year CSE student building production-grade AI systems end-to-end — from data pipeline to deployed API. I combine ML depth in PyTorch, LangChain, and RAG with full-stack backend engineering in FastAPI and PostgreSQL.
3.84/4
Current GPA at AIUB
8+
Projects shipped
5×
Dean's Award winner
10+
Research papers in pipeline
About
Who I Am
Background, education, and recognition.
Summary
I'm a final-year Computer Science and Engineering student at AIUB with a 3.84 GPA, specializing in machine learning, computer vision, and backend engineering. I build AI systems from scratch — data pipelines, model training, REST APIs, and deployment — and publish research in ML interpretability, NLP, and multimodal AI.
Beyond code, I serve as Assistant General Secretary for R&D at AIUB Computer Club, and lead league operations and live broadcast production for national-level esports tournaments.
Education
BSc in Computer Science & Engineering
American International University-Bangladesh
HSC in Science
Royal Media College, Mymensingh
Awards & Honors
Dean's Award (5×)
Faculty of Science and Technology, AIUB — Jun 2026
2nd Runner-Up
bKash Presents NSUCEC Cybernauts Datathon 2026 — Jun 2026
3rd Place
Build With Gemma @Bangladesh (Online Track) — Jun 2026
Certifications & Languages
Python (Django) Training Program
EDGE Course × IIT, Jahangirnagar University
Intro to Machine Learning
Kaggle
Languages
Experience
Where I've Worked
Professional roles and leadership positions.
Assistant General Secretary, Research & Development
Full-time
AIUB Computer Club
Jul 2025 – Present
- Lead the Research and Execution Team, actively coordinating and publishing research papers in ML and AI.
- Served as Assistant Event Coordinator for AIUB CGF2025, a national-scale university event — managed cross-team logistics and execution.
- Contributed to AIUB CSFEST2024 as an R&D team member, supporting technical program planning and delivery.
- Executed operations for major university events including Boishakh Utshab, Convocation, and Youth Programs.
Intern — League Operations & Broadcast
Internship
WarCities
Jan 2025 – Present
- Directed league operations for multiple esports tournaments as League Operations Manager — scheduling, rules enforcement, and match-day execution.
- Led live broadcast production for the WarCities Valorant Pro Series using BroadStar, a broadcast management platform independently developed for the role.
Projects
Things I've Built
End-to-end AI systems, tools, and platforms.
Sports Analytics · ML · Full-Stack
TournAI – ATLAS
Full-stack FIFA World Cup prediction platform. Ensemble of XGBoost, LightGBM, CatBoost, and Poisson models with SHAP explanation dashboards, head-to-head predictions, injury simulation, and interactive knockout bracket visualization.
Multimodal AI · Vision · Education
Borno (বর্ণ)
Whiteboard-to-study-guide AI using Gemma 4 Vision. Converts raw classroom whiteboard photos into structured study material with multilingual support (Bangla + English), AI difficulty tagging, flashcards, and interactive practice mode.
NLP · AI · SaaS
Joblume AI
AI-powered resume builder across six modern templates. Tailors content to job description keywords, assesses ATS compatibility, delivers actionable feedback, instant PDF export, and job-fit scoring.
RAG · LLM · Voice · Full-Stack
Utopia – AI Companion
AI companion with RAG, long-term memory, task management, and on-demand file generation. Supports multimodal interaction through text and live voice, automated assignment generation, and personalized activity recommendations.
NLP · Classification · API
LangLens
Language detection web service trained on 35,000+ samples across 33+ languages. TF-IDF + Logistic Regression model achieving 97% accuracy, deployed as a FastAPI REST API with a responsive frontend.
Esports · Broadcast · Operations
BroadStar & ValorGG
Broadcasting suite with customizable overlay layouts for esports production. End-to-end management of Valorant tournament broadcasts through a unified database, with ValorGG as the data backbone.
NLP · Fake News · Bangla
BartaVerify
Bangla fake news classifier using TF-IDF character n-gram features and linear SVM. ~4ms CPU-only inference with a model footprint under 1.3 MB — no GPU needed. Optimized for real-time social media monitoring.
Computer Vision · Security · C#
CFDS – Criminal Face Detection
Real-time face detection and matching system using Haar Cascades, comparing live video feeds against a SQL Server database. Integrated Arduino-triggered alarm via serial communication on positive match detection.
Skills
Tech Stack
Languages, frameworks, tools, and domain expertise.
Languages
Frameworks & Libraries
Tools & Platforms
ML / AI Specialties
Domain Expertise
Research
Publications
Conference papers and journal work across ML, NLP, and computer vision.
Systematic Transfer Learning for Bangladeshi Crop Disease Classification: A Layer-Freezing Ablation with Grad-CAM Interpretability Validation
Accepted
ICCA2026 — ACM Digital Library (awaiting publication)
Efficient Multi-Label Remote Sensing Scene Classification: A Controlled Regularization Study on MLRSNet
Under Review
Submitted to ICCIT2026 (accepted at ICDMIS2026 — opted for ICCIT)
Making AI Uncertainty Visible: Evaluating a Claim-Level Confidence Interface for Human-AI Deliberation in Academic Advising
Under Review
Submitted to ICCIT2026
Diagnosing Test-Time Adaptation Failures in Multi-Instance Learning for Breast Cancer Histopathology
Under Review
Submitted to ICCIT2026
A Deployment-Oriented Data-Scarcity-Aware Multi-Dataset Evaluation of Lightweight Deep Learning Models for Waste Classification
Under Review
Submitted to ICONEECT2026
BartaVerify: A Machine Learning Framework for Fake News Detection in Bangla Using Headline-Level TF-IDF Character N-Gram Features and Explainable AI
About to Submit
Target: ACM TALLIP Journal
Seasonal Price Formation in US Potato Markets: An XGBoost–SHAP Framework with Multi-Source Integration for Interpretability
About to Submit
Target: Q1 Journal (selection in progress)
BanglaVox: A Multimodal Audio-Visual Corpus for Dialect-Aware Speech Modeling in Bangla
About to Submit
Target: Data in Brief Journal
Patching the Concept Space: A Hybrid Architecture for Mitigating Factual Hallucinations in Large Concept Models
In Progress
Journal — ongoing
Bengali-MMRAG: Multimodal Retrieval-Augmented Generation for Complex Bangla Form Comprehension
In Progress
Undergrad Thesis — target: relevant journals
Contact
Get in Touch
Available for research collaborations, internships, and full-time roles.
Let's Talk
Whether it's a project, research collab, or just a chat about AI — reach out through any of these channels.
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