Portrait of Azizul Abedin Azmi
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Machine Learning · Data Science

Azizul Abedin Azmi

AI & Data Science Practitioner

Computer Science & Engineering | Intelligent Systems, Data Science, AI Research

Bangladesh

AI and data science practitioner focused on intelligent systems, computer vision, and NLP. I build self-supervised and data-centric pipelines end-to-end—from research prototypes to production—using Python/ML stacks and modern web tooling.

Self-supervised and representation learningComputer vision for healthcare and agricultureTransformers for sequence and multimodal understandingData-centric ML and evaluationEfficient deployment across edge and cloud

Overview

By the numbers

A quick snapshot of my journey

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Publications

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Projects

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Achievements

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Experience Years

Technical Skills

Tools I reach for

End-to-end stack from research prototypes to deployable systems.

Programming Languages

C logo
C++ logo
Java logo
Python logo
Go logo
TypeScript logo
PHP logo
SQL logo

AI / ML Frameworks

PyTorch logo
TensorFlow logo
Keras logo
YOLOv8 logo
Hugging Face logo
Conda logo
Spark logo
OpenCV logo

Data & Analytics

NumPy logo
Pandas logo
Matplotlib logo
Scikit-learn logo
Seaborn logo
SciPy logo
Power BI logo
Plotly logo

Databases

MySQL logo
PostgreSQL logo
MongoDB logo
SQLite logo
Supabase logo

Tools & Platforms

Git logo
GitHub logo
Docker logo
VS Code logo 1VS Code logo 2
Jupyter logo
Linux logo
Photoshop logo
Canva logo
Tinkercad logo

Software & Other

Oracle logo
Microsoft Office logo
Image Processing
Big Data Analysis

Web

HTML logo
PHP logo
CSS3 logo
JavaScript logo
Tailwind CSS logo
React logo

Academic & Research

DOI logo
ORCID logo
Overleaf logo
ResearchGate logo
Google Scholar logo
arXiv logo

Analytics

Google Analytics logo
Mixpanel logo
Hotjar logo
Amplitude logo
Matomo logo
Plausible logo

Artificial Intelligence

Claude logo
GitHub Copilot logo
Google Gemini logo
Midjourney logo
NotebookLM logo
Ollama logo

Community

Kaggle logo
Discord logo
Stack Overflow logo
Dev.to logo
Reddit logo
GitHub logo

Cryptocurrency

Bitcoin logo
Ethereum logo
Binance logo
Coinbase logo
Litecoin logo
Tether logo

HomeLab

Home Assistant logo
Raspberry Pi logo
Synology logo
Grafana logo
Prometheus logo
Zigbee logo

Linters

Prettier logo
ESLint logo
Pylint logo
Flake8 logo
Stylelint logo
SonarQube logo

Operating Systems

Android logo
iOS logo
Kali Linux logo
Tails logo
Ubuntu logo
Windows 11 logo

Security Tools

Wireshark logo
Burp Suite logo
Metasploit logo
Nmap logo
OWASP logo
John the Ripper logo

Web Browsers

Brave logo
Google Chrome logo
Tor Browser logo
Firefox logo
Microsoft Edge logo
Opera logo

Publications

Research contributions

Automatically synced from ORCID profile with live DOI links, citation counts, and exportable citation data.

Total publications
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Citations
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Venues
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Active years
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Search and filter the current research list below.
OtherPublished20260 citations

Detection of Cleft and Non-cleft Lip Features with a Multi-task Image Processing Network

Md. Samiul Islam; Tanzila Afrin; Azizul Abedin Azmi; Israt Jahan; Litaz Anwar Saif; K. M. Safin Kamal; Ahmed Wasif Reza

Lecture Notes in Networks and Systems

ConferencePublished20250 citations

A Vision Transformer Adaptation of SimCLRv2 for Self-Supervised Galaxy Detection

Ujan Biswas; Azizul Abedin Azmi; Modan Mohan Sarker; Tanzila Afrin; Faysal Ahmed; Md. Samiul Islam

2025 IEEE International Conference on Signal Processing, Information, Communication and Systems (SPICSCON)

ConferencePublished20257 citations

PotatoCare: A Deep Learning-Powered Framework for Automated Detection and Classification of Potato Disease

Md. Samiul Islam; Tanzila Afrin; Md Amzad Sadik Abid; Azizul Abedin Azmi; Saptak Roy Akash; Valisher Sapayev Odilbek Uglu; Hayitov Abdulla Nurmatovich

2025 3rd International Conference on Data Science and Information System (ICDSIS)

Thesis Project

RMP-BYOL: Enhancing Rare Medicinal Plant Classification Using a BYOL-Based Self-Supervised Framework

Research in Progress

Designing a BYOL-inspired self-supervised pipeline with momentum-driven targets to improve robustness for low-resource plant datasets, enabling stronger downstream classification without labeled data.

Highlights

  • Self-supervised pretraining tailored for rare medicinal plant imagery
  • Momentum targets and masking to stabilize representations
  • Evaluation on resource-constrained benchmarks

Experience

Research & industry experience

Industry roles first, followed by ongoing research experience.

Industry Experience

Professional roles and internships.

OngoingSep 2026 — PresentIndustry role

Machine Learning Internship

Chicago, Illinois, United States · Remote

Focus: Currently interning at FlyRank AI as an AI intern, focusing on Machine Learning.

Outcomes

  • Applying machine learning methods in an industry internship
  • Contributing to AI-focused work at FlyRank AI

Research Experience

Independent research and active investigations.

Research in Progress2025 — Present

AgriSimCLR: Adaptive Contrastive Self-Supervised Learning with Hierarchical Vision Transformer for Label-Efficient Crop Classification

Independent Research

Focus: Adaptive contrastive self-supervised learning with hierarchical Vision Transformers for label-efficient crop classification.

Outcomes

  • Improving crop classification accuracy via self-supervised pretraining
  • Benchmarking ViT backbones on agricultural datasets
Research in Progress2024 — Present

Sustainable E-Waste Management: Detection and Classification using Deep Learning Models

Independent Research

Focus: Detection and classification of e-waste using modern object detection models.

Outcomes

  • Curated multi-class e-waste dataset for detection tasks
  • Implemented YOLO-based prototype for automated sorting
Research in Progress2024 — Present

Vitiligo Disease Classification using Self-Supervised Learning via Swin Transformer

Independent Research

Focus: Self-supervised learning via Swin Transformer for vitiligo disease classification.

Outcomes

  • Experimented with lightweight CNN backbones for mobile deployment
  • Established evaluation protocol for dermatology imagery

Projects

Building AI & ML Projects

End-to-end ML systems, MLOps tooling, and AI-powered applications.

Image Caption Generator

InceptionV3 + Transformer model trained on COCO for automatic image captioning, deployed via Streamlit.

End-to-end captioning pipeline deployed as a Streamlit web app
InceptionV3TransformerPyTorchStreamlitPython

Crop Classification System

ViT-based crop type classifier deployed as an interactive Gradio web app for rapid inference.

Interactive Gradio app for rapid what-if analysis
Vision TransformerPyTorchGrad-CAMGradio

E-waste Detection System

YOLO + Gradio app for e-waste detection across images, videos, cameras, and Android devices via ADB.

Multi-source inference: images, live video, and Android via ADB
YOLOGradioOpenCVPythonADB

RMP Classification Models

6 self-supervised ViT weights (SimCLR v1/v2, BYOL, Barlow Twins, NNCLR, MoCo v2) hosted on HuggingFace with auto-download support.

6 SSL ViT backbones auto-downloadable from HuggingFace Hub
SimCLRBYOLBarlow TwinsMoCoVision TransformerHuggingFace

Education

Academic foundation

Degree, coursework, and academic honors.

B.Sc. in Computer Science & Engineering

Feb 2022 — May 2026

East West University

Dhaka, Bangladesh

  • Coursework: ML, CV, NLP, Distributed Systems, Data Mining
  • Engaged in research-focused projects and club activities

Achievements & Certifications

Recognitions and honors

Competition awards, workshop certificates, and leadership achievements.

Cybersecurity

Cyber Hygiene Training

The Asia Foundation & SAJIDA Foundation (APAC Cybersecurity Fund, in partnership with CyberPeace Institute & Global Cyber Alliance)

2026

Completed cyber hygiene training jointly organised under the APAC Cybersecurity Fund (May 26, 2026).

Cybersecurity Awareness Month Campaign (October 2023)

Cyber Crime Awareness Foundation

2023

Contributed to public awareness and promoting a healthy cyber culture.

e-Awareness Olympiad 2021

Cyber Crime Awareness Foundation

2021

Participated in e-awareness olympiad focused on digital safety.

Competitions

Programming Contest & IT Olympiad (CSE Fest 2024)

East West University

2024

Participated in competitive programming and IT olympiad events.

Quiz of the 1st National Youth Summit on SDGs

National Youth Summit

2022

Scored 100% on SDG-focused quiz challenge (January 24, 2022).

Workshops

TECH TRANSFORMATION in GP Academy 2024

GP Academy

2024

Technology transformation training participation.

Robotics Simulation Workshop — ROBO CARNIVAL 2023

BUET Robotics Society (BRS)

2023

Robotics simulation workshop held on 19–20 January 2023 at BUET.

Satellite & Amateur Radio Communication Workshop

BUET Robotics Society

2023

Hands-on workshop on satellite and amateur radio communication.

Photography & Visuals Workshop Series

EWU Photography Club

2023

Street Photography w/ Dr. Muhammad Imam Hasan · Adobe Lightroom w/ Emon Rozario (Jun 2023).

Volunteer

EWU National Science Carnival 2023 (Volunteer)

East West University

2023

Volunteered to support national science carnival events.

Intra University AutoCAD Competition 2022 (Volunteer)

East West University

2022

Assisted with the organisation of the AutoCAD competition.

Scouts

Workshop on Global Citizenship & Civic Education

Bangladesh Scouts & UNDP Bangladesh

2022

Collaborative initiative of Bangladesh Scouts and UNDP Bangladesh (26 November 2022).

APR Workshop on Communications & Media (2021)

Scouts Asia-Pacific Region

2021

Communications and media workshop (29–31 July 2021), endorsed by the Asia-Pacific Regional Scout Committee.

8th Africa Scout Jamboree 2021

WOSM

2021

Participated and earned international challenge badges.

JOTA-JOTI 2020–2025

WOSM

202020212022202320242025

Annual participation earning multiple international challenge badges in leadership, sustainability, digital skills, peace, and global citizenship.

WHO

WHO Health Emergencies Programme Training: CVIC Tool

WHO

2021

Training on COVID-19 Vaccine Introduction and Deployment Costing (CVIC) Tool (July 29, 2021).

WHO Health Emergencies Programme Course: Operational Planning

WHO

2020

Completed COVID-19 Operational Planning Guidelines and Partners Platform course (March 29, 2020).

Certifications

Data Analytics Job Simulation

Deloitte Australia (Forage)

2026

Completed September 2026, involving data analysis and forensic technology; created a data dashboard using Tableau and classified data in Excel to draw business conclusions.

Data Labeling Job Simulation

Forage

2026

Completed September 26, 2026, covering batch labeling, PII awareness, review, quality control, and iteration.

AI Fluency Framework & Foundations

Anthropic

2026
Verify

Claude 101

Anthropic

2026
Verify

Verified Backend Internship

DevConnect (Vyren)

2026

Completed September 23, 2026, demonstrating competencies in backend fundamentals, building APIs resilient to bad input, and data modeling.

Verify

Certified Cybersecurity Foundations (CORE)

Hackviser

2026

Completed July 15, 2026, covering foundational security concepts and hands-on practical exercises.

Verify

Introduction to MS Excel

Simplilearn

2026

Completed the online course "Introduction to MS Excel" provided by Simplilearn (SkillUp). Gained foundational knowledge of Microsoft Excel to organize data, build spreadsheets, and apply basic tools and techniques for professional efficiency.

Verify

Claude Code 101

Anthropic

2026
Verify

Introduction to Claude Cowork

Anthropic

2026
Verify

Metrics

Impact Dashboard

Real-time metrics from GitHub, ORCID, and research platforms

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Publications

Beyond Work

Hobbies & Interests

What I enjoy doing in my free time

Astronomy

Stargazing and space exploration

Reading

Tech books and sci-fi novels

Music

Listening to various genres

Coding

Building side projects for fun

Travel

Exploring new places and cultures

Contact

Let's connect

Reach out for research collaborations, technical discussions, or open-source opportunities.

Open to research internships, collaborative projects, and speaking engagements.

© 2026 Azizul Abedin Azmi. All rights reserved.

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