---
title: "Ruchir Kalokhe - Gen AI Intern, Backend and ML in Pune City | Tal"
description: "Meet Ruchir Kalokhe, ML, Internet, Technology ruchir.dev based in Pune City. AI stack includes codex, cursor, and hermes agent. Explore public work links including github, codeforces, and ruchir.dev."
image: "https://tal.club/meet/ruchir-kalokhe/share-image"
---

# Ruchir Kalokhe on Tal

## Headline

ML, Internet, Technology ruchir\.dev

## About

Building systems that work, mostly BE student specializing in AI and Data Science at PES Modern College of Engineering\. Focused on Python, C\+\+, and JavaScript, currently exploring the intersection of clean code and complex problems\. Working on projects that resist simple categorization\. Interested in LLMs, scalable architectures, and the space between intention and emergence\. > Code accumulates\. Solutions evolve\. Open to collaboration on projects that push boundaries\. Let's build something interesting together\.

## Location

Pune City

## AI stack

codex

cursor

hermes agent

opencode

huggingface

Zed

## Work experience

Gen AI Intern, Backend and ML at IN2PETA Services Private Limited, Dec 2025 \- Present · 10 mos, Remote, Contributed to IN2PETA’s GPU inference platform across backend, model\-serving, billing, and product infrastructure\. • Built multi\-provider deployment and inference workflows across Modal, Koyeb, and RunPod, including provider routing, async prediction handling, live endpoint resolution, and retryable fallbacks\. • Automated Hugging Face model deployment through Dockerfile/handler generation, build workers, catalog metadata, and dashboard provisioning\. • Integrated LTX\-2 and LTX\-2\.3 Distilled video\-generation runtimes across Modal, Koyeb, and Docker, including image inputs, up\-to\-60\-second duration controls, output handling, and runtime validation\. • Implemented transactional credit reservations and usage\-based billing across token, character, video\-duration, and image workloads; contributed to Razorpay payments, invoices, coupons, and post\-purchase emails\. • Improved API and deployment security with scoped API keys, plan\-aware access controls, webhook signature checks, authenticated uploads, SSRF/private\-URL protections, and session handling\. • Patched LiteLLM/Fireworks cached\-token cost accounting and added regression coverage for pricing, streaming, model\-tier mapping, and deployment resolution\.

AI/ML Member at GDSC PESMCOE, Oct 2025 \- Present · 1 yr, Pune District, Maharashtra, India, • Helped organize the IMACE 2026 hackathon and related technical events\. • Served on the judging jury, evaluating participant projects and contributing to the selection process\.

## Education

Bachelor of Engineering, Artificial Intelligence, Savitribai Phule Pune University

CISCE 10th Board Exam, Hutchings High School & Junior College

## Public links

- github: https://github\.com/ruxir\-ig
- codeforces: https://codeforces\.com/profile/ruxir\-ig
- ruchir\.dev: https://ruchir\.dev/

[View the original profile](https://tal.club/meet/ruchir-kalokhe)

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