---
title: "Ritvik Singh - Asssociate Product support Engineer in Bengaluru | Tal"
description: "Meet Ritvik Singh, Full Stack Developer | LLMs, RAG, NLP | Building Production-Grade AI Systems based in Bengaluru. AI stack includes claude code, cursor, and openai. Explore public work links including github."
image: "https://tal.club/meet/ritvik-singh/share-image"
---

# Ritvik Singh on Tal

## Headline

Full Stack Developer \| LLMs, RAG, NLP \| Building Production\-Grade AI Systems

## About

🚀 Full\-Stack Engineer \| Angular \+ Django \| AI/ML & LLM Integration I build production\-grade web applications and AI\-powered systems, focusing on scalability, performance, and real\-world impact\. 🔧 Full\-Stack Engineering I design and develop end\-to\-end systems—from building responsive frontend architectures in Angular to developing secure, scalable backend APIs with Django\. My focus is on clean architecture, reliability, and production readiness\. ⚡ System Thinking in Production I work on debugging and optimizing real\-world systems—tracing request flows, analyzing logs, resolving API failures, and improving system performance across distributed environments\. 💡 Key Strengths 🔗 Backend & API Engineering Designing REST APIs with JWT authentication, efficient database interactions, and scalable backend architecture using Django\. 🎯 Frontend Engineering Building modular, reactive UI systems in Angular with NgRx, optimized API integration, and reusable component design\. 🧠 AI & LLM Integration Developing intelligent systems using LLMs, NLP, and hybrid ML pipelines—applying techniques like prompt engineering and retrieval\-based approaches to solve real\-world problems\. ⚙️ System Design & Debugging Strong experience in diagnosing production issues, improving system reliability, and optimizing performance using logging and monitoring tools\. 🚀 Performance & Scalability Reducing latency, optimizing API calls, and designing systems that scale efficiently under real\-world workloads\. 🧩 What I Bring • Full ownership across frontend, backend, and AI integrations • Strong debugging and system\-level problem\-solving mindset • Experience building scalable, production\-ready systems • Ability to bridge software engineering and applied AI I’m focused on building scalable systems where full\-stack engineering meets practical AI integration\. 🔥 Hashtags \#FullStackDeveloper \#Angular \#Django \#Python \#WebDevelopment \#AIEngineer \#LLM \#MachineLearning \#GenerativeAI \#RESTAPI \#BackendDevelopment \#FrontendDevelopment \#SoftwareEngineering \#OpenToWork \#TechCareers \#HiringNow

## Location

Bengaluru

## AI stack

claude code

cursor

openai

ChatGPT

Microsoft Copilot

## Work experience

Asssociate Product support Engineer at LeadSquared, Apr 2026 \- Present · 6 mos, Bengaluru, \- Act as embedded technical point of contact for 3 CSMs, independently owning 10\+ account\-specific tickets and resolving 345 of 374 total tickets \(92\.2%\) while sustaining 99% First Response / 92% Resolution SLA\. \- Owned 5 critical escalations end\-to\-end with an RCA\-first approach — including a stalled colleague ticket taken to closure and coordinated directly with engineering to resolve a chatbot integration failure\. \- Ran 30\+ live customer calls delivering root\-cause explanations and resolution guidance directly to end users\.

Associate Technical Consultant at Relyance AI, Aug 2025 \- Jan 2026 · 6 mos, Bengaluru, \- Collaborated with cross\-functional teams to design and integrate scalable web applications and backend services\. \- Collaborated closely with engineering teams to identify and resolve issues in REST APIs and application workflows, improving system reliability and integration\. \- Analyzed GCP logs and debugged production issues to identify root causes, reducing resolution time and improving application stability\. \-Developed and optimized reusable backend services and frontend components using structured, maintainable coding practices to ensure consistent application behavior\. \-Ensured secure application development by implementing authentication, authorization, and enterprise data governance best practices\.

Associate Software Developer at HCL GUVI, Jun 2024 \- Jul 2025 · 1 yr 2 mos, Noida, \- Utilized Angular pipes \(custom and built\-in\) to standardize data formatting and presentation across UI components\. \- Assisted in modular architecture design using eager loading for critical application modules to optimize startup performance\. \- Debugged SSR \(Server\-Side Rendering\) conflicts and lifecycle timing issues causing hydration mismatches between server and client environments\. \- Performed detailed XHR request analysis using Chrome DevTools Network tab to diagnose API latency, failed calls, and payload inconsistencies affecting frontend state\. \- Led debugging and resolution of critical frontend issues impacting production workflows\.

Software Developer at Pin Services Private Limited, Jan 2024 \- May 2024 · 5 mos, Noida

Software Developer at Webpristine Technologies Pvt\. Ltd\., Jun 2023 \- Aug 2023 · 3 mos, Noida, Uttar Pradesh, India

## Education

Bachelor's degree, Computer Science, amity University

12th standard, science, Springfields college

## Public links

- github: https://github\.com/Ritviksingh\-cyber

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

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