---
title: "Gaurav K. - Senior Engineer in Bengaluru | Tal"
description: "Meet Gaurav K., Senior Software Engineer | Production AI Systems | AI Agents • LLM Applications • RAG • Real-time AI | Building Hiring AI at Eightfold AI | CSE IIT Kanpur based in Bengaluru. AI stack includes claude code, claude, and cursor."
image: "https://tal.club/meet/gaurav-kumar-42/share-image"
---

# Gaurav K\. on Tal

## Headline

Senior Software Engineer \| Production AI Systems \| AI Agents • LLM Applications • RAG • Real\-time AI \| Building Hiring AI at Eightfold AI \| CSE IIT Kanpur

## About

I build production AI systems that help organizations hire better\. At Eightfold AI, I've worked across AI\-powered hiring products—from modern career sites used by Fortune 500 companies to real\-time AI interview platforms\. My work focuses on AI agents, retrieval\-augmented generation \(RAG\), voice AI, real\-time backend systems, and the engineering required to make LLM\-powered products reliable in production\. Most recently, I led the 0→1 engineering of AI Interview Companion, taking it from concept to production in six weeks and scaling it to 2,000\+ live interviews per month within three months\. It reduced post\-interview effort by 75% and became a primary enterprise sales motion for the product\. I also contributed core agent infrastructure to AI Interviewer, including LangGraph\-based orchestration, production RAG, voice streaming pipelines, and coding evaluation systems as part of a broader engineering team\. Before that, I helped build Eightfold's next\-generation AI\-powered career site platform, leading migrations for 65\+ enterprise career sites and building large\-scale integrations across 1,000\+ global job boards\. I enjoy solving engineering problems where distributed systems, backend infrastructure, and applied AI come together to build products that people rely on every day\.

## Location

Bengaluru

## AI stack

claude code

claude

cursor

openai

Granola

Wispr Flow

## Work experience

Senior Engineer at Eightfold, Feb 2025 \- Present · 1 yr 9 mos, On\-site, Working on production AI products that help organizations streamline hiring through AI agents and LLM\-powered workflows\. AI Interview Companion \- Led the 0→1 engineering of AI Interview Companion, scaling it to 2,000\+ live interviews/month within three months while reducing post\-interview workload by 75%\. \- Built a vendor\-agnostic meeting bot platform supporting Zoom, Google Meet, and Microsoft Teams\. \- Developed enterprise\-ready AI capabilities including multilingual support, Responsible AI guardrails, and GDPR/CCPA compliance\. \- Designed an LLM\-based interview feedback pipeline delivering structured evaluations across 30\+ interview dimensions\. \- Built evaluation pipelines for LLM\-generated interview feedback, defining quality metrics, identifying failure modes, and iteratively improving prompts and generation quality in production\. AI Interviewer \- Built LangGraph\-based AI interview agents for screening and coding interviews\. \- Developed production RAG infrastructure with entitlement\-aware retrieval for grounded enterprise AI responses\. \- Built real\-time voice AI pipelines using Server\-Sent Events \(SSE\) and speech models for low\-latency interview experiences\. \- Designed an extensible coding interview evaluation system for AI\-powered coding interviews; adopted for Eightfold's internship hiring process\.

Software Engineer at Eightfold, Jun 2023 \- Jan 2025 · 1 yr 8 mos, Bengaluru, Worked on Eightfold's AI\-powered Career Site platform used by Fortune 500 enterprises\. \- Led migration of 65\+ enterprise career sites, including Microsoft, NVIDIA, Siemens, Starbucks, Bayer, Eaton, and American Express\. \- Built platform capabilities that reduced customer onboarding from months to under 30 minutes through automated configuration and guided setup workflows\. \- Designed an extensible Job Distribution platform integrating eQuest and Broadbean to publish jobs across 1,000\+ global job boards\. \- Built board\-level analytics and UTM attribution capabilities to measure hiring conversions across job boards\. \- Developed configuration migration pipelines and built a Theme Builder using scoped CSS variables, replacing custom CSS and enabling self\-service branding and UI customization for enterprise career sites\.

Engineering Intern \- SDE at Eightfold, May 2022 \- Jul 2022 · 3 mos, Remote, Completed a summer software engineering internship with Eightfold AI, contributing to the Workforce Exchange platform\. Received a full\-time return offer and joined Eightfold after graduating from IIT Kanpur\. \- Built asynchronous Python ingestion pipelines for XML data processing\. \- Developed Flask\-RESTX APIs and analytics event tracking for referral workflows\. \- Explored Apache Solr indexing and ranking improvements to enhance search relevance\.

Mentee Engage'21 at Microsoft, Jun 2021 \- Jul 2021 · 2 mos, Selected for Microsoft Engage 2021, where I built a Microsoft Teams\-inspired real\-time video collaboration application using React, Node\.js, Socket\.io, and WebRTC under the guidance of Microsoft mentors\.

Secretary, Business Development at Entrepreneurship Cell, IIT Kanpur, May 2020 \- Apr 2021 · 1 yr, Served as Secretary, Business Development at the Entrepreneurship Cell, IIT Kanpur, organizing entrepreneurship initiatives, startup outreach, and campus events\.

Secretary, Alumni Relations at Outreach Cell, IIT Kanpur, Apr 2020 \- Mar 2021 · 1 yr, Served as Secretary, Alumni Relations at the Outreach Cell, IIT Kanpur, strengthening alumni engagement and supporting institute\-wide outreach initiatives and events\.

## Education

Bachelor of Technology \- BTech, Computer Science, INDIAN INSTITUTE OF TECHNOLOGY KANPUR

[View the original profile](https://tal.club/meet/gaurav-kumar-42)

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