Machine Learning Engineer with a
B.Tech in Computer Science from
IIT Dhanbad and 3+ 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.
Experience
Machine Learning Engineer - Money Forward Inc. (Dec.
2024-Present)
Created PoCs for Entity linking and Semantic mapping, utilizing
Sentence Transformers to generate embeddings and cosine similarity
for relationship detection.
Explored and evaluated different SOTA models like SmolVLM and
LayoutLMv3 and UDOP for document information extraction, on cord-v2
dataset and presented as poster in YANS conference.
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)