Seeking admission to a Master’s or PhD program specializing in Optical Wireless Communication, Computer Vision, or Cyber-Physical Systems, with the goal of contributing to cutting-edge research on machine learning applications for underwater and distributed network systems.
Technical Proficiencies
Programming Languages:
Python, C/C++, MATLAB
Scientific Computing & Data Science:
Core Libraries: NumPy, Pandas, Scikit-learn
Visualization: Matplotlib, Seaborn
Physical Simulation: COMSOL
Deep Learning & Computer Vision:
Core Frameworks:
PyTorch, TensorFlow, Keras, OpenCV
Architectural Expertise:
Vision Transformers (ViT), Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs)
Advanced Methodologies:
Training Paradigms: Self-Supervised Learning, Contrastive Learning (CLIP, BYOL)
Model Components: Attention Mechanisms
Explainable AI (XAI):
Post-hoc Explanation: SHAP, LIME
Intrinsic Interpretation: Analysis of model attention
Research & Development Tools:
Code & Collaboration: Git, GitHub
Automated Experimentation: Optuna (Hyperparameter Optimization)
Documentation: LaTeX
Systems: Linux, Windows
English Proficiency: Overall band Score 7 (Valid till - 31 January, 2027)
[ Jan, 2017 ] - [ June, 2018 ]
[ University of Dhaka ]
[ Master in Information Technology ]
Masters Project: Unified University Admission Portal
o Developed an online portal for centralized university admissions in Bangladesh, allowing students to apply to multiple universities through a single platform.
o The system was later adopted for the GST (General Science & Technology) Universities Integrated Admission System, implemented across 20 public universities in Bangladesh, improving the application process and reducing logistical challenges for students.
–
[ Jan, 2010 ] - [ Jan, 2015 ]
[ Khulna University ]
[ Bachelor in Electronics and Communication Engineering ]
Undergraduate Thesis: Design and Simulation of Micro-structured Holey Optical Fibers for High Birefringence
o Explored birefringrnce properties and light propagation for potential optical communication applications.
o Conducted simulation using COMSOL and MATLAB to optimize fiber structure and polarization behavior.
Instructor (Tech/Computer) Jan, 2024 – Present
Bangladesh Technical Education Board, Sher-E-Bangla Nagar, Agargaon, Dhaka-1207
Key Contributions: Developed technical curriculum for 4000+ students, achieving a 95% pass rate and designed hands-on lab exercises that improved skill retention by 30%. Mentored 15 students on capstone projects with 5 selected for regional showcase, while implementing digital assessment tools that reduced grading time by 40%.
Senior Officer (IT) Oct, 2020 – Jan, 2024
Sonali Bank PLC, 35-42, 44 Motijheel Commercial Area, Dhaka-1000.
Key Contributions: Reduced system downtime by 35% through proactive troubleshooting protocols and deployed automated monitoring tools that resolved 60% of issues without manual intervention. Streamlined IT service delivery in collaboration with cross-functional teams, reducing response time by 45%, while creating a comprehensive knowledge base that decreased recurring customer complaints by 50%.
Assistant Network Engineer Oct, 2019 – Oct, 2020
Bangladesh Computer Council, E-14/X, BCC Bhaban, Agargaon, Dhaka-1207
Key Contributions: Designed network solutions that accommodated 30% user growth without performance degradation and automated analysis processes that reduced troubleshooting time from 2 hours to 30 minutes. Conducted 15 site surveys with recommendations that enhanced reliability by 25% and implemented scalable solutions that saved $50,000 in anticipated upgrade costs.
Backup Administrator Oct, 2017 – Jan, 2019
Wipro Limited, Grand Delvista, Level-04, Plot 1/A, Road-113, Gulshan, Dhaka-1212
Key Contributions: Engineered monitoring system detecting 98% of failures before operational impact and optimized retention strategies reducing storage costs by 40% while maintaining compliance requirements. Led accurate capacity planning projecting storage needs for 3 fiscal years and developed comprehensive documentation that reduced team onboarding time by 60%.
Infrastructure Associate June, 2015 – Oct, 2017
Accenture Bangladesh, Niloy mansion, Plot 11, Road – 113/A, Gulshan, Dhaka-1212
Key Contributions: Automated backup processes reducing manual work by 75% and eliminating errors while maintaining 99.97% success rate across 2000+ systems. Cut incident response time from 45 to 12 minutes through enhanced monitoring and improved system stability by 35% through targeted reporting of recurring issues.
Resume