Research & Professional Experience

My journey through research positions, industry roles, and teaching experiences in AI/ML and trustworthy AI systems.

3
Research Positions
2+
Years Experience
50+
Students Trained
7
Students Mentored

Research Experience

Research Assistant

Medical Cyber-Physical Systems

Current

Shanto-Mariam University of Creative Technology
Jul 2022 – Present | Advisor: Prof. Mohammad Mobarak Hossain

  • • Architected ensemble learning framework for maternal health risk stratification (99% accuracy)
  • • Reduced algorithmic bias by 34% through novel fairness constraints
  • • Implemented homomorphic encryption on IoT devices for secure health data transmission
  • • Published 3 co-author papers with 45+ combined citations
Medical AI IoT Security Bias Mitigation

Research Assistant

Healthcare AI & IoT Systems

2+ Years

Rising Research Lab
Aug 2022 – Feb 2025 | Independent Research

  • • Developed multi-disease prediction system (92% average accuracy)
  • • Engineered IoT air quality monitoring device with 99.5% uptime
  • • Implemented AutoML pipeline reducing development time by 60%
  • • Integrated 4 disease models with real-time inference capabilities
Disease Prediction IoT Systems AutoML

Research Assistant

Computer Vision in Medicine

2 Years

EMPATHY LAB, Independent University Bangladesh
Jan 2023 – Dec 2024 | Computer Vision Research

  • • Reviewed 125+ papers on healthcare CV applications
  • • Identified CNNs and Vision Transformers as leading techniques
  • • Conducted systematic analysis of medical imaging applications
  • • Highlighted key domains: surgical assistance, disease detection, remote monitoring
Computer Vision Medical Imaging Literature Review

Professional Experience

Machine Learning Engineer

Current

Programming Hero (Remote)
Dec 2023 – Present

Zenyora AI Wellness Platform:

  • • Architected production-level AI wellness platform on Microsoft Store (100+ users)
  • • Engineered computer vision system for posture detection (95% accuracy, 40% eye strain reduction)
  • • Developed context-aware productivity coaching using behavioral analytics
PyTorch OpenCV MediaPipe FastAPI

AI Engineer

4 Months

Primacy Infotech Ltd
Jul 2023 – Nov 2023

  • • Led AI-driven tour planning tools for six historic sites in Bangladesh
  • • Developed "Virtual Trail" AR tool using MediaPipe for virtual try-ons
  • • Managed trial phases and user feedback for continuous improvement
  • • Employee of the Month (August 2023)
AR/VR MediaPipe Tourism AI

Teaching & Mentoring Experience

AI Trainer

Enhancing Digital Government Economy (EDGE) Project
May 2023 - Nov 2023

  • • Trained 50+ students in ML/AI through hands-on projects
  • • Developed curriculum covering supervised learning, clustering, regression
  • • Created educational materials with clear explanations of complex ML concepts
  • • Evaluated student ML models, providing detailed feedback on improvements
50+
Students Trained

Research Mentor

UITS Summer Research Program
Summer 2023, 2024

  • • Mentored 2 research groups (total 7 students) on ML and IoT projects
  • • Guided teams from conception to publication: literature review, design, implementation
  • • Achieved research outcomes: 1 paper accepted at Scopus-indexed journal
  • • Supervised 1 additional paper currently under review
7
Students Mentored

Academic Service

Conference Organizing

UITS Zero One Fest 2022
Poster Presentation Coordinator

Leadership

Senior Executive, Research Hub Wings
UITS Computer Club (2022-2023)