Hello, I'm Rajdeep.

I'm a Software Engineer passionate about Robotics, Multimodal ML and ML Systems. In my free time, I like reading fiction books and reading and implementing research papers. Here, I share my thoughts on the latest research, engineering practices, and personal experiences about navigating the ever-evolving tech landscape. Thanks for stopping by!

Currently, I'm working my way through:

  • MOOC: Coursera's Reinforcement Learning Specialization
  • Book: Reinforcement Learning: An Introduction by Sutton and Barto


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Experience

Experience

I've over 6 years of experience working with several early-stage startups, building products from scratch as well as scaling high-traffic backend services to millions of users. I've worked in android, backend, data engineering and MLOps roles in the past. In 2024, I left my industrial career and moved to an academic research lab.

Currently, I'm working as part of the research team at DREAM Lab in Indian Institute of Science (IISc), Bangalore. Here, I've had the opportunity to bridge the gap between research and real-world applications, delving into cutting-edge research around unmanned aerial vehicles and Function-as-a-service (FaaS) platforms.

DREAM:Lab, Indian Institute of Science (IISc)

April 2024 路 Present

Senior Project Associate

DREAM:Lab, Indian Institute of Science (IISc)

My research focus lies at the intersection of applied ML, Unmanned Aerial Vehicles (UAVs) and edge-cloud systems, and my work spans across two key topics: 1) applications programming model for UAVs and 2) hybrid Function-as-a-Service (FaaS) platforms.

Loco

April 2022 路 December 2023

SDE 3 (Data Platform & MLOps)

Loco

I led the development of machine learning systems and data pipelines for the platform serving over 1 million daily active users, tackling both the engineering challenges of scalability and the intricacies of real-time data processing.

Loco

February 2020 路 April 2022

SDE 2 (Backend)

Loco

I created and managed a few high-traffic web services. This includes an in-house URL shortener, data ingestion service, and rule-engine for personalized user feeds.

Loco

November 2018 路 February 2020

SDE 1 (Android)

Loco

Worked on the main android app with millions of users as well as developed a real-money gaming app from scratch.

Wishfie

June 2018 路 October 2018

Android Developer

Wishfie

Joined them full time after B.Tech to scale the product and own the end to end release management of the app. Used the android best practices at that time like mvp architecture, dependency injection, etc.

Wishfie

September 2017 路 January 2018

Android Developer Intern

Wishfie

Joined them as an intern during college to convert their MVP to production ready android application with thousands of daily users.

Inc42 Media

June 2017 路 August 2017

Python Developer Intern

Inc42 Media

Wrote lots of data scraping and automation scripts for the analytics team for their core product. Best part of the experience was tweaking chromium source code to bypass dedicated bot protection services.

InstaSpaces

July 2016 路 August 2016

Android Developer Intern

InstaSpaces

Joined them at a super early stage and helped them launch their app following the material design guidelines and good architecture practices. Handled their app launches and built the notification system.

GGSIPU

May 2014 路 August 2018

B.Tech in Computer Science

GGSIPU

An experience filled with lots of hackathons and internships.

Some of my writing

My Writings

I like to write about technology. Here are some of my recent posts.

A Quick Reference for Bounding Boxes in Object Detection

A no BS reference for bounding boxes.

Posted on Jan 17, 2024

Documenting Kotlin Code for Android Using KDoc and Dokka

Learn how to use KDoc to document your Kotlin code and generate beautiful-looking documentation pages using Dokka.

Posted on Mar 28, 2022

Extension Functions and Properties in Kotlin

In this tutorial for Android, you鈥檒l learn to use Kotlin extension functions and properties to extend the functionality of existing classes.

Posted on Aug 17, 2020
View All My Writing
SINGHSEGV

漏 2025 Aria

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