---
title: "Ayush Singh - LLM INTERN in Lalganj | Tal"
description: "Meet Ayush Singh, Full Stack Developer | Python • FastAPI • React • Docker | LLM Infrastructure @ Ethara AI | 3 Live Production Apps | Open to SDE Roles based in Lalganj. AI stack includes hugging face, langchain, and ollama."
image: "https://tal.club/meet/ayush-singh-12/share-image"
---

# Ayush Singh on Tal

## Headline

Full Stack Developer \| Python • FastAPI • React • Docker \| LLM Infrastructure @ Ethara AI \| 3 Live Production Apps \| Open to SDE Roles

## About

Final\-year CS engineer \(CGPA 7\.5\) with hands\-on production experience in LLM infrastructure, backend systems, and full\-stack development\. Currently interning at Ethara AI as an LLM Platform Engineer building RLHF data pipelines that processed 15,000\+ structured prompt\-response pairs, improving model accuracy by 25% and reducing error rates by 30%\. What I have built and shipped: 1\. Gharana Pickles \(gharanapickles\.in\) — Full production e\-commerce website with custom domain, Cloudinary image delivery, and real customers 2\. TaskNest \(tasknest\.site\) — Full stack developer productivity dashboard with Kanban boards, JWT auth, Redis caching, PostgreSQL, deployed on custom domain 3\. ML Inference API Platform — Async REST API with multi\-layer auth, rate limiting, Redis caching, CI/CD via GitHub Actions 4\. Network IDS Engine — Real\-time C\+\+ intrusion detection system using libpcap, pthreads, validated across 1M\+ packet stress test Tech stack: Python • FastAPI • React • Next\.js • TypeScript • PostgreSQL • Redis • Docker • C\+\+ • JWT • OAuth 2\.0 • GitHub Actions • AWS EC2 • Vercel Solved 150\+ DSA problems across LeetCode, HackerRank, Coding Ninjas, and AlgoExpert\. 17\+ public repositories on GitHub: github\.com/ayushsingh1524 Open to SDE, Backend, and Full Stack roles\. Relocating anywhere in India\. 📩 singhayush9179@gmail\.com \| Portfolio: ayushsinghportfolio\-beta\.vercel\.app

## Location

Lalganj

## AI stack

hugging face

langchain

ollama

openai

## Work experience

LLM INTERN at Ethara AI, Feb 2026 \- Present · 5 mos, Gurugram, Haryana, India, • Improved LLM response accuracy by 25% through fine\-tuning and post\-training optimization using RLHF feedback cycles; exposure to GPU\-accelerated training workflows\. • Curated and annotated 15,000\+ structured prompt\-response pairs; built Python scripts to automate data validation and quality assurance across annotation pipelines\. • Reduced model error rate by 30% via systematic error analysis and iterative feedback; collaborated cross\-functionally with product stakeholders in Agile sprints\. • Applied secure data handling, input validation, and observability practices to monitor pipeline health and catch data drift early

Campus Ambassador at Indian Institute of Technology, Delhi, Sep 2024 \- Nov 2024 · 3 mos, Delhi, India, • Represented Kanpur Institute of Technology at IIT Delhi Rendezvous 2024, coordinating student registrations and managing event publicity for one of India's largest cultural festivals\. • Strengthened leadership and cross\-institutional networking skills while serving as the communication link between the Rendezvous organizing team and campus participants\.

React Developer Intern at EISystems Technologies, Jun 2024 \- Sep 2024 · 4 mos, India

Full\-stack Developer at Main Flow Services and Technologies, Jun 2024 \- Aug 2024 · 3 mos, Kanpur, Uttar Pradesh, India, Contributed to full\-stack development on an existing production codebase, implementing frontend UI changes using React and backend modifications with REST APIs and database queries\. Gained hands\-on experience in full\-stack workflows including component development, API integration, and debugging across both client and server layers in a professional team environment\.

## Education

Bachelor of Technology, Computer Science, Dr\. A\.P\.J\. Abdul Kalam Technical University \(AKTU\), Lucknow

[View the original profile](https://tal.club/meet/ayush-singh-12)

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