---
title: "K Madan Reddy - Software Engineer in Bengaluru | Tal"
description: "Meet K Madan Reddy, Backend Engineer @ Turbostart | Building async REST APIs with Python, FastAPI, PostgreSQL, MongoDB | GCP • AWS • Docker • CI/CD based in Bengaluru. AI stack includes antigravity, claude code, and codex."
image: "https://tal.club/meet/k-madan-reddy/share-image"
---

# K Madan Reddy on Tal

## Headline

Backend Engineer @ Turbostart \| Building async REST APIs with Python, FastAPI, PostgreSQL, MongoDB \| GCP • AWS • Docker • CI/CD

## About

I'm a Backend Engineer at Turbostart, building production Python services with FastAPI, PostgreSQL, MongoDB, and Google Cloud Platform\. Over the past year I've shipped async REST APIs, passwordless auth systems, role\-based access control, and CI/CD pipelines that auto\-deploy on every push\. 🛠 What I build: • Async REST APIs with FastAPI, asyncpg, and SQLAlchemy 2\.0 • Passwordless auth, JWT/OTP flows, role\-based access control \(RBAC\) • PostgreSQL schema design \+ Alembic migrations • MongoDB for unstructured / high\-volume workloads • GitHub Actions CI/CD, Dockerized deployments on GCP 🚀 Recent shipped work: •At Turbostart: cut operational costs by 80% \(₹5M → ₹1M\) and reduced data verification latency by 97% \(190s → 6s\) through pipeline redesign and performance engineering\. Built AI\-powered report generation \(Python \+ Gemini API\) and architected OptiPlanner — a freight logistics optimizer using Google OR\-Tools constraint programming\. • LoanZone — a full\-stack ML web app predicting loan default risk, reviewed and accepted by MIT Bengaluru\. Later integrated a Google Gemini voicebot with Telugu \+ English so non\-technical users can apply by voice •Football Management API — fully async \(FastAPI \+ asyncpg \+ SQLAlchemy 2\.0\), passwordless email OTP, RBAC for coach/player roles, Alembic migrations, automated CI/CD that deploys on every push 🎯 Always interested in conversations about: • Backend architecture at scale \(Python, FastAPI, Django\) • PostgreSQL, MongoDB, Redis — schema design and query optimization • Cloud\-native systems on GCP / AWS, Docker, Kubernetes • Roles where I can own services end\-to\-end and ship to production weekly 📩 Reach me: • Email: kmadanreddy656@gmail\.com • GitHub: github\.com/MadanReddy6 • LinkedIn DM always open

## Location

Bengaluru

## AI stack

antigravity

claude code

codex

cursor

gemini

mcp

## Work experience

Software Engineer at Turbostart, Jul 2025 \- Present · 1 y 1 mo, Bengaluru, • Reduced operational costs by 80% \(₹5\.0M → ₹1\.0M\) and increased throughput by 70% by redesigning data acquisition pipeline stages and model selection logic — directly enhancing cost efficiency for the business\. • Reduced data verification latency by 97% \(190s → 6s\) through algorithmic redesign and optimized data structure usage, demonstrating strong focus on performance engineering and software quality\. • Built an AI\-powered report generation system using Python and the Google Gemini API with advanced prompt engineering — automating production of 8\-page real estate investment reports including valuation analysis, CAGR calculations, and risk scoring\. • Architected OptiPlanner, a freight logistics optimization engine using Google OR\-Tools to solve constraint programming problems — minimizing distance, time, and cost while respecting vehicle capacity constraints\. • Working across the full SDLC with Python, FastAPI, PostgreSQL, GCP, and Docker, shipping production backend services on a weekly cadence in a fast\-moving startup environment\.

Web Development Intern at MITRAz Foundation, Aug 2024 \- Jul 2025 · 1 yr, Puttaparthy, • Built a Loan Default & Credit Risk Prediction application — a quantitative credit risk modeling system using Decision Tree and XGBoost algorithms to predict loan defaults and evaluate financial eligibility, applied to a real fintech domain problem\. • Developed the backend with Python Flask and MySQL for secure financial data storage and processing, covering the full application lifecycle from requirements through deployment\. • Integrated Google Gemini 1\.5 Flash with prompt engineering and the Web Speech API to build a multilingual AI Voice Assistant — enabling hands\-free navigation and real\-time EMI calculations in English and Telugu\. • Completed an MIT Bengaluru\-curated web development curriculum as part of the program, applying every concept directly to a real fintech use case rather than tutorial projects\.

Data Analyst at InternCareer, Nov 2023 \- Jan 2024 · 3 mos, Remote

Analyst at BuzzGroups, May 2023 \- Jul 2023 · 3 mos, anantapuram

## Education

Master of Business Administration \- MBA, Business analytics, Jawaharlal Nehru Technological University Anantapur \(JNTUA\)

[View the original profile](https://tal.club/meet/k-madan-reddy)

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