Hey, I'm AKiB 👋
AKiB HaSaN
PYiL
PYiL
AI · ML Engineer
System Engineer
Backend Developer
Dhaka, Bangladesh
I build production AI systems end-to-end — data pipelines, model training, REST APIs, and deployment — with a research focus on NLP, computer vision, and explainable AI. BSc CSE at AIUB, graduating Sep 2026. Available for research and engineering roles.
3.83/4
Current GPA at AIUB
8+
Projects
5×
Dean's Award winner
2×
Hackathon placements
10+
Research papers in pipeline
About
Who I Am
Background, education, and recognition.
Summary
I build production AI systems from scratch — data pipelines, model training, REST APIs, and cloud deployment — and publish research in ML interpretability, NLP, and multimodal AI. BSc CSE student at AIUB (GPA 3.83), graduating Sep 2026. Currently a Student Researcher at ELITE Research Lab LLC.
Beyond research and engineering, I serve as AGS for R&D at AIUB Computer Club, and have directed live broadcast production and league operations for national-level esports tournaments as a professional broadcaster.
Education
BSc in Computer Science & Engineering
American International University-Bangladesh
HSC in Science
Royal Media College, Mymensingh
Awards & Competition Wins
2nd Runner-Up — bKash × NSUCEC Cybernauts Datathon 2026
National-level competitive data science challenge — Jun 2026 · Top 3 finish among university teams across Bangladesh
3rd Place — Build With Gemma @Bangladesh (Online Track)
Google-sponsored multimodal AI hackathon — Jun 2026 · Built Borno, a whiteboard-to-study-guide app using Gemma 4 Vision; placed in top 3 nationally
Dean's Award — 5 consecutive semesters
Faculty of Science and Technology, AIUB — sustained academic excellence across all semesters
Certifications & Languages
Python (Django) Training Program
EDGE Course × IIT, Jahangirnagar University
Languages
Experience
Where I've Worked
Professional roles and leadership positions.
Student Researcher
Full-time · Remote
ELITE Research Lab LLC
2026 – Present
- Contributing to active publication-track research projects spanning NLP, computer vision, and applied ML — working alongside international researchers in a fully remote capacity.
- Operates in a fully remote, async research environment — managing deliverables and timelines independently across active paper pipelines.
Assistant General Secretary, Research & Development
Full-time
AIUB Computer Club
Jul 2025 – Present
- Leads the Research and Execution Team — coordinates active ML/AI paper pipelines, manages contributor workflows, and oversees research output across the club's academic arm.
- Served as Assistant Event Coordinator for AIUB CGF2025, a national-scale university event — managed cross-team logistics and end-to-end execution.
- Supported AIUB CSFEST2024 as an R&D team member and executed programs for Boishakh Utshab, Convocation, and Youth Programs.
Broadcaster & League Operations — Promoted from Intern
Full-time
WarCities
Jan 2025 – Present
- Joined as an intern in broadcast and league operations; promoted to full-time following demonstrated ownership of live production and tournament infrastructure.
- Built and deployed BroadStar — a custom broadcast management platform used in production across live national-level esports tournaments; sole developer, shipped end-to-end.
- Directed live broadcast for the WarCities Valorant Pro Series as lead broadcaster — managed real-time overlay systems, production scheduling, and on-air talent coordination.
- Oversaw league operations as League Operations Manager — scheduling, rules enforcement, standings tracking, and match-day execution across multiple concurrent tournament brackets.
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.
Survival Analysis · Big Data · Fintech
Customer Lifetime Prediction
End-to-end survival analysis pipeline processing 200M+ transactions to predict customer churn timing for a fintech platform. Stacked CoxPH, Random Survival Forest, and XGBoost AFT models. Achieved Top 5 finish out of 150+ teams — 91% precision at 10% risk threshold with 7.1× business lift.
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
Student Researcher at ELITE Research Lab LLC · Graduating Sep 2026 · Open to research collaborations and engineering 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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