Resume

Niloy Deb

Mechanical Engineering Graduate

Summary: An aspiring mechanical engineering graduate focused on data-driven science, differentiable physics extended scientific machine learning, statistical inference, computational methods, and applied mathematics. Research interests include chaotic dynamical systems, turbulence, fluid flow through porous and subsuface media, fluid under multiphysics environment, and so on.

Contact
niloydeb@pmre.buet.ac.bd

Education

Bangladesh University of Engineering and Technology (BUET)
Bachelor of Science in Mechanical Engineering

CGPA: 3.94 / 4.00 · Rank: 6 / 188 (Top 3% of the class)
Thesis: Numerical Study of Natural and Mixed Convection in Enclosed Spaces with Porous Media and Varying Geometries.
Supervisor: Dr. Sumon Saha

March 2018 – May 2023 Dhaka, Bangladesh
Dhaka College, Dhaka
Higher Secondary Certificate (Science)

GPA: 5:00 / 5.00

June 2015 - August 2017 Dhaka, Bangladesh

Interests

Data-Driven Science Statistical Modeling Scientific Machine Learing Differentiable Physics Mathematical & Computational Modeling Numerical Methods - FEM, FDM, FVM, SEM, etc. Computational Fluid Dynamics & Heat Transfer Advanced Thermodynamics Applications & Optimization Physics of Turbulence Chaotic Dynamical System and Control Fluid under Multiphysics Environments Fluid Flow Through Porous & Subsurface Media Physics of Convection

Relevant Coursework

Advanced / Graduate & Self-Learning: (listed partially) Advanced Numerical Analysis (Dept. of ME, BUET) · Advanced Thermodynamics (classical and statistical) (Dept. of ME, BUET) · Boiling & Condensation Heat Transfer (Dept. of ME, BUET) · Reservoir Engineering (Dept. of PMRE, BUET) · Non-linear Dynamics & Chaos (S. Strogatz, Online) · Non-linear Systems (J. Slotine, MOCW) · Control Bootcamp (S. L. Brunton, Online) · Global Warming - Science & Modeling (D. Archer, edX) · Understanding Rheology (F. Morrison, Online) · Flow in Porous Media (M. Blunt, Online) · Physics of Turbulence (M. K. Verma, IITK-NPTEL) · Advanced Fluid Mechanics (S. Chakraborty, IITKGP-NPTEL) · AI Principles & Techniques (Stanford Online) · Deep Learning in Scientific Computing (ETH Zurich) · Data Analytics and Geostatistics (M. J. Pyrcz, Online) · Matrix Calculus for Machine Learning and Beyond (A. Edelman & S. G. Johnson, MOCW) · Matrix, Numerical and Optimization Methods in Science and Engineering (K. Cassel, Online) · Applied Time Series Analysis (A. K. Tangirala, IITM-NPTEL) · Probabilistic System Analysis and Applied Probability (J. Tsitsiklis, MOCW) · Data-Driven Science and Engineering (S. L. Brunton, Online) · Random Physics Lectures (classical, Statistical, Quantum Mechanics, Modern Physics - Special and General Relativity by L. Susskind, Online )- did just for fun.
Undergraduate / Core: Instrumentation and Measurement · Electro-Mechanical System Design (Project) · Noise & Vibration · Control Engineering · Engineering Mechanics (I & II) · Mechanics of Solids · Thermodynamics (Basic) · Advanced Thermodynamics (Classical and Statistical) · Fluid Mechanics (I & II) · Heat Transfer · Heat Transfer Equipment Design · Thermo Fluid System Design (Project) · Combustion · Refrigeration and Building Mechanical System · Numerical Analysis · Computer Programming

Research Experience

Thermal Management and Robustness of Linear Controllers (P, PI, PID) in Mixed Convection Modeling - A CFD Approach
Supervisor: Dr. Sumon Saha
June 2023
Revisiting the Numerical Calculation of Nusselt Number (Nu) for Different Thermal Boundary Conditions
Supervisor: Dr. Sumon Saha
Aug 2023
Natural and Mixed Convection Heat Transfer in the Presence of Porous Medium with Magnetohydrodynamics, Joule Heating, and Internal Heat Generation
Supervisor: Dr. Sumon Saha
Aug 2023
Subsurface Fluid Properties and Phase Behavior — A Case Study of the Titas Gas Field in Bangladesh: Changes in Natural Gas Phase Behavior Across Spatial and Temporal Dimensions.
Funded Project by 'Hydrocarbon Unit Research Program 2023–24' · Supervisor / PI: Dr. Mohammed Mahbubur Rahman
May 2024
Thermodynamic Optimization of a Novel Three-Stage Direct Expansion Cycle for LNG Cold Energy Recovery
PI: Shaumik Rahman Ayon
May 2024

Publications

Professional Experience

Bangladesh University of Engineering and Technology (BUET)
Lecturer, Dept. of Petroleum & Mineral Resources Engineering

Academic research on · Energy Resources Engineering · Hydrocarbon Reservoir Engineering · Advanced Well Testing and Interpretation · Advanced Reservoir Simulation .
Taught (Undergraduate Courses): PMRE 411 · Reservoir Engineering · PMRE 413 · Natural Gas Engineering (≈50 students each)

Dec 2023 – Present Dhaka, Bangladesh
Computational Fluid Dynamics and Heat Transfer (CFDHT) Research Group, Dept. of Mechanical Engineering, BUET
Research Assistant
Numerical modeling & simulation of thermo-fluid problems · CFD & Heat Transfer research · Mentored undergraduate students
Jun 2023 – Dec 2023 Dhaka, Bangladesh
Directorate of Continuing Education, BUET
Co-instructor
Short course: COMSOL Multiphysics Simulation of Thermo-fluidic Problems (Basic Level) · 2-day workshop · Resource person: Dr. Sumon Saha
Dec 2023 Dhaka, Bangladesh
Haripur 360 MW Combined Cycle Power Plant
Industrial Trainee
An internship program organized by the dept. of Mechanical Engineering, BUET
Hands-on exposure to power generation, Plant unit operations (FGC, HRSG, ST, GT, WT), maintenance, and process control.
Apr 2022 (3 weeks) Dhaka, Bangladesh

Academic Projects

Design of a Counter-Flow Shell & Helical Coil Tube Heat Exchanger (SHCTHX)
ME-310: Thermo-fluid System Design & Practice
CAD design · Thermo-hydraulic calculations · Prototype design and CFD simulation for flow & thermal visualization.
Feb 2022
Self-Stabilizing, Computer-Controlled Laser Turret
ME-366: Electromechanical System Design & Practice
CAD · Arduino programming · sensor integration & feedback control · hardware-software integration for stabilization and precision.
Jul 2021

Training & MOOC Completion

Research Skill Development · DCE, BUET · Certificate · Quantitative Method · Coursera · Certificate · Evaluating Problems · Coursera · Certificate · Welcome to Game Theory · Coursera · Certificate · Intro to Data Analysis using Excel · Coursera · Certificate · Introduction to Programming with MATLAB · Coursera · Certificate · Python for Everybody (Specialization) · Coursera · Certificate · ELEN7070x: Research Methods · EdX · Certificate · 16.00x: Introduction to Aerospace Engineering · EdX · Certificate · Image Processing Onramp · MathWorks · Certificate · Solving ODEs with MATLAB · MathWorks · Certificate

Technical Skills

Highlights: Scientific Writing · Exploratory Data Analysis · Quantitative Research

  • Programming Language: Python, MATLAB, C
  • Documentation/Scripting: LaTeX, MS Office, Jupyter Notebook Markdown Text
  • Visualization: Tecplot 360, WebPlotDigitizer, Desmos graphing calculator, Python - Matplotlib, Plotly, Seaborn
  • Design, CAD, & Drawing: AutoCAD, SolidWorks, Proteus, Draw.io, Canva, Illustrator, Photoshop, LaTeX - TikZ, Python - OpenCV, Pillow, scikit-image
  • FEM Modeling: COMSOL Multiphysics
  • Reservoir Simulation: Kappa Workstation (Rubis - Full Reservoir Numerical Modeling, Saphir - Pressure Transient Analysis).
  • ML/DL/Stats: Python - scikit-learn, TensorFlow, PyTorch, JAX, SciPY, PyMC/3/4, etc.
  • Exploratory Data Analysis: Python - Pandas, NumPy, SciPy, Matplotlib, Plotly, Seaborn

Awards & Achievements

  • Dr. Muhammad Harunur Rashid Award (ICME 2023): Best paper — 14th International Conference on Mechanical Engineering, Dept. of Mechanical Engineering, BUET
  • University Merit Scholarship (2018–2023): Awarded for consecutive terms, BUET
  • Dean’s List Award (2018–2023): Awarded for consecutive terms, Dept. of ME, BUET