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Moving forward as one, crafting a smarter future together.

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:
- - 1. 1. Python, C/C++, MATLAB
Scientific Computing & Data Science:
- - 1. 1. Core Libraries: NumPy, Pandas, Scikit-learn
        Visualization: Matplotlib, Seaborn
        Physical Simulation: COMSOL
Deep Learning & Computer Vision:
- - 1. 1. 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:
- - 1. 1. 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)

Education

[ 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.

Professional Experience

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

Tonmoy_Debnath_Academic_CV.pdf