Machine Learning Engineer with a
B.Tech in Computer Science from
IIT Dhanbad and 2+ years of experience in microservices
and machine learning. I specialize in building and deploying deep learning
models using PyTorch, with a strong focus on
production-ready systems and scalable ML infrastructure.
Currently exploring various aspects of deep learning and how to
efficiently deploy and scale models in real-world environments. I’m also
interested in the application of AI/ML techniques to computer graphics and
3D modeling, especially how they can enhance creative workflows.
Basic information
Email: namanzelawat@gmail.com
Location: Tokyo, Japan
Nationality: Indian
Languages:
Fluent: English, Hindi
Conversational: Japanese
Experience
Machine Learning Engineer - Money Forward Inc. (Dec.
2024-Present)
Worked on research and development of machine learning models for
in-house projects, focusing on document parsing tasks.
Maintaining ML systems using SOTA models at scale, migrating legacy
code to Python, and leading workflow and deployment enhancements.
Domain: Machine learning, Image processing, Natural language
processing, Software engineering.
Software Engineer - Money Forward Inc. (Dec. 2022- Nov.
2024)
Worked on creating and maintaining high availability and low latency
microservices, developed services from scratch and mentored 2 interns.
Developed a microservice working at the forefront of the company’s
products, handling around 1 million requests per day.
Frontend/AI development intern - Yum! Brands. (May
2021- July 2021)
Optimized AI models to enhance marketing analytics through user
activity prediction. Developed a dashboard interaction tracking system
and explored models ranging from MLPs with Fourier features to RNN
architectures like GRU and LSTM for forecasting user behavior with
efficiency and accuracy.
Full stack developer & Instructor - Newton School.
(Oct. 2020- Nov 2020)
Mentored aspiring developers at Newton School, guiding them through
full-stack application development and hosting programming contests to
reinforce learning. Discovered a passion for simplifying complex tech
concepts and empowering others through hands-on problem solving.
Education
B.Tech Computer Science and Engineering - IIT(ISM)
Dhanbad. (2018-2022)
Led a team of 4 member to standardize the ML workflow and improve
deployment processes, enhancing efficiency and reliability across
the team.
Mentor and Recruiter - Cyber Labs, IIT(ISM) Dhanbad
(2019-2020)
Mentored juniors in web development and conducted interviews for
new recruits.
Core team member - Concetto, IIT(ISM) Dhanbad
(2019-2022)
Led a team of 3 members to organize and manage the annual tech
fest web developers team.
Animated movie creation - Created 3D animated
shorts, including a stars wars inspired film
Interplanetary Vehicle 2708.
Competitive programming - Solved 1000+ problems on
various competitive programming platforms including Codeforces,
Leetcode, Codechef, Atcoder and Hackerrank.
Sports - Represented school and college in
badminton tournaments.