Chittagong University of Engineering and Technology
B.Sc. in Mechanical Engineering
Hello, I'm
Mechanical Engineer & Researcher
I'm a Mechanical Engineer passionate about product management, supply chain, and the broader tech industry. Currently exploring the intersection of data and material science while conducting research using machine learning, deep learning, and neural networks.
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B.Sc. in Mechanical Engineering
Higher Secondary Certificate (HSC)
Secondary School Certificate (SSC)
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Oct 2020
Earned the Silver Duke of Edinburgh's International Award through sustained commitment to volunteer work, skill building, and physical fitness. The program culminated in a challenging multi-day team expedition in Cox's Bazar, demonstrating adaptability, teamwork, and leadership in outdoor environments.
Jul 2019
Earned the Bronze Duke of Edinburgh's International Award after completing a 6-month program focused on personal development. Demonstrated commitment, time management, and resilience through weekly voluntary service, physical recreation, and skill-building activities, culminating in a team expedition.
Nov 2022
Achieved the Champion title in the "Badhonhara 3" Interdepartmental Cultural Competition, demonstrating creative excellence and strong performance skills.
Secured a finalist position representing team FORTIS in The Case Gambit, a prestigious business case competition organized by the Department of Electrical and Electronic Engineering at KUET.
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Directed venue management operations, successfully coordinating with external vendors to oversee event setup, thematic decoration, and seamless logistical execution.
Achieved the highest volume of team registrations across the region, surpassing all other Campus Directors for this premier flagship event.
Co-founded a competitive robotics team, architecting and deploying robots for prominent national competitions including Mechcellence 1.0 and Chittagong Science Carnival 2.0.
Maintained active affiliations and engaged with several prominent student associations, including the Supply Chain and Business Alliances (SCBA), Robo Mechatronics Association (RMA), and American Society of Mechanical Engineers (ASME).
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Developed a high-performance Racing Bot for the Mechcellence 1.0 Mechanical Day competition organized by the AUST Mechanical Society. Showcased exceptional agility and speed, leading to subsequent participation in various other competitive robotics events.
Engineered a specialized Soccer Bot designed for competitive 1v1 robotic football matches. The robust design focused on tight ball control, precise maneuverability, and offensive mechanics to successfully score against opposing robots.
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Undergraduate Thesis · Ongoing
This undergraduate thesis focuses on modeling the complex mechanical behavior and failure mechanisms of brittle ceramic composites under stress by leveraging Physics-Informed Neural Networks (PINN). By integrating physical laws directly into the neural network's learning process, the model accurately simulates and predicts multifaceted damage progression, offering advanced predictive insights into composite structural integrity.
Research Project · Ongoing
This ongoing research leverages Random Forest Regression algorithms to accurately forecast the comprehensive cycle life of lithium-ion batteries by analyzing their earliest electro-thermal feature extractions. Early predictive capabilities allow for the rapid and effective classification of good versus bad batteries, dramatically saving diagnostic testing time, improving quality assurance throughout production, and ensuring highly reliable long-term sustainable energy storage.
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KAFCO

Jawfit
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A comprehensive overview of my academic background, professional experience, research, and skills. Last updated April 2026.
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Outside of research and code, I make a genuine effort to maintain a life that isn't entirely pixels and terminals.
I primarily read non-fiction, but I'm also a huge Harry Potter fan. If I were sorted, I'm definitely more like a Slytherin.
I love playing alternative rock. My absolute favorite guitarists are Synyster Gates from Avenged Sevenfold and Dimebag Darrell from Pantera.
My favorite driver is Max Verstappen, but I closely follow Oscar Piastri and Kimi Antonelli too. I also really like the style of Lewis Hamilton.
This is my absolute favorite kind of cardio, and I actively do it for my daily HIIT workouts.
A refreshing way to cool off, stay active, and push my breathing and physical endurance.
The perfect way to spend a cool evening outdoors while exploring the city and getting some solid cardio in.