Rohan M S profile photo 1 on Tal

Rohan M S

Software Engineer · Python · GraphQL · PostgreSQL · AWS

Bengaluru

< 1 year of work experience

Juniper Square
Oct 20247 mosApr 2025

Bengaluru, Karnataka, India

• Built and debugged Python & GraphQL APIs powering investor dashboards for thousands of LPs and GPs on a financial investment management platform • Introduced DataLoader-based batching to eliminate N+1 query issues, cutting API latency under production load • Managed PostgreSQL backend end-to-end: schema migrations, ENUM types, SQL query rewrites for throughput and reliability • Integrated AWS IAM and Cognito for authentication and role-based authorization across all API surfaces • Containerized microservices with Docker; expanded test coverage with Jest; resolved a critical production bug affecting real-time dashboard updates • Partnered with PMs and designers to ship Figma wireframes as production-ready features in an agile team
Decibels Lab
Oct 20212 mosNov 2021

Bangalore Urban, Karnataka, India

Machine Learning Internship : ◦ Predictive maintenance: Programming machine learning algorithm to predict failure of aircraft engine and analysis of model’s accuracy based on precision and f1-score. ◦ Reinforcement learning (States, Actions, Rewards, Agent) and Q-Learning. Introduction to material movement robots using machine learning. Reinforcement learning parameters definition (Rewards or penalties, state space, Destinations, Actions - (south, north, east, west, pickup material, drop-off material). Programming material movement robots to make decisions on actions to reach the drop-off locations with high rewards and low penalties. Analysis of the machine learning algorithm's performance for different values of several episodes, learning rate, and exploration rate. ◦ Material properties prediction : Introduction to mechanical properties of materials (Stress, Strain, Stress & Strain curve, proportional limit, yield point, Yield point, Ultimate tensile strength, and Fracture point). Programming Linear Regression algorithm to predict proportional limit of the material at a given temperature.

Rohan’s AI Stack

anthropic apis
anthropic apis
claude code
claude code
cursor
cursor
gemini
gemini
openai
openai
Microsoft Copilot
Microsoft Copilot

Education

The National Institute Of Engineering, Mysore

Bachelor of Engineering - BE, Mechanical Engineering

The National Institute Of Engineering, Mysore

20184 yrs2022

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Headline

Software Engineer · Python · GraphQL · PostgreSQL · AWS

About

Backend Software Engineer who builds scalable APIs, distributed systems, and data-heavy applications — primarily in Python, GraphQL, SQL (PostgreSQL), TypeScript, and React. At Juniper Square, I built and maintained Python and GraphQL APIs powering investor-facing dashboards for a financial platform serving thousands of LPs and GPs. That meant architecting new GraphQL capabilities, eliminating N+1 query issues through DataLoader batching, managing PostgreSQL schema migrations end-to-end, containerizing microservices with Docker, and integrating AWS IAM + Cognito for authentication. I also resolved a critical production bug and expanded test coverage with Jest — comfortable owning issues from debugging through deployment. On the full-stack side, I've shipped a Next.js/PostgreSQL e-commerce platform (Stripe, JWT auth, SSR) and a React weather app with REST API integration — both built end-to-end from schema to CI/CD deployment. I care about writing efficient, maintainable systems: clean API design, query optimization, and solid debugging habits. I'm actively looking for backend or full-stack engineering roles where I can own meaningful features and keep building. Feel free to reach out — always happy to connect.

Location

Bengaluru

AI stack

anthropic apis

claude code

cursor

gemini

openai

Microsoft Copilot

Work experience

Software Engineer Intern at Juniper Square, Oct 2024 - Apr 2025 · 7 mos, Bengaluru, Karnataka, India, • Built and debugged Python & GraphQL APIs powering investor dashboards for thousands of LPs and GPs on a financial investment management platform • Introduced DataLoader-based batching to eliminate N+1 query issues, cutting API latency under production load • Managed PostgreSQL backend end-to-end: schema migrations, ENUM types, SQL query rewrites for throughput and reliability • Integrated AWS IAM and Cognito for authentication and role-based authorization across all API surfaces • Containerized microservices with Docker; expanded test coverage with Jest; resolved a critical production bug affecting real-time dashboard updates • Partnered with PMs and designers to ship Figma wireframes as production-ready features in an agile team

Machine Learning Project Intern at Decibels Lab, Oct 2021 - Nov 2021 · 2 mos, Bangalore Urban, Karnataka, India, Machine Learning Internship : ◦ Predictive maintenance: Programming machine learning algorithm to predict failure of aircraft engine and analysis of model’s accuracy based on precision and f1-score. ◦ Reinforcement learning (States, Actions, Rewards, Agent) and Q-Learning. Introduction to material movement robots using machine learning. Reinforcement learning parameters definition (Rewards or penalties, state space, Destinations, Actions - (south, north, east, west, pickup material, drop-off material). Programming material movement robots to make decisions on actions to reach the drop-off locations with high rewards and low penalties. Analysis of the machine learning algorithm's performance for different values of several episodes, learning rate, and exploration rate. ◦ Material properties prediction : Introduction to mechanical properties of materials (Stress, Strain, Stress & Strain curve, proportional limit, yield point, Yield point, Ultimate tensile strength, and Fracture point). Programming Linear Regression algorithm to predict proportional limit of the material at a given temperature.

Education

Bachelor of Engineering - BE, Mechanical Engineering, The National Institute Of Engineering, Mysore

Public links

github: https://github.com/rohanms888

medium: https://medium.com/@rohanms888

leetcode: https://leetcode.com/rohanms888