Jul 28, 2019
Hi, I'm Mukesh Mithrakumar
I design and build real-time machine learning systems that operate at scale. My work focuses on recommendation systems, search, and low-latency inference pipelines powering millions of users. I write about the systems I build, covering design decisions, tradeoffs, and production realities, as well as technical topics I'm exploring.
Recent Posts
Jul 14, 2019
Jun 30, 2019
Projects
- Object Detection for Cardboard Recycling
An edge-deployed computer vision system for real-time cardboard detection to support automated recycling workflows.
- OCR System for Automated Check Deposit
A production OCR system for extracting printed and handwritten cheque data in low-resource language environments using a hybrid edge-cloud architecture.
- Research Paper Summarization and QA System using BERT
An end-to-end NLP system combining extractive summarization and question-answering to help users quickly navigate and understand research papers.
- IQVIA AI Assistant (LLM-Powered Orchestrated Analytics)
Contributed to the design and development of an LLM-powered AI Assistant within IQVIA Orchestrated Analytics, enabling life sciences teams to move from insights to actions through a unified conversational interface.
Stay In the Loop
Notes from the trenches on building, scaling, and shipping production ML systems.
Work Experience
84.51°
Lead ML Engineer
2024 - Present
IQVIA
Senior ML Engineer
2020 - 2024
Astrum AI Solutions
Founder and CTO
2018 - 2020
Download CV