---
title: "Lohit L. - Quality Analyst in Bengaluru | Tal"
description: "Meet Lohit L., Manual QA | AI Product Management | 0→1 Delivery | LLM/RAG • Agentic Workflows | IIM Indore based in Bengaluru. AI stack includes anthropic apis, claude code, and claude."
image: "https://tal.club/meet/lohit-lakkumane/share-image"
---

# Lohit L\. on Tal

## Headline

Manual QA \| AI Product Management \| 0→1 Delivery \| LLM/RAG • Agentic Workflows \| IIM Indore

## About

Product\-minded builder with 5 years shipping AI\-powered tools and leading products end\-to\-end across Insurtech \(BFSI\) and EdTech SaaS\. I took a RAG/NLP chatbot from 0→1 concept to production across 40\+ US school districts, partnering daily with clients, developers, and stakeholders to align scope and ship on time\. More recently, I independently designed and shipped an LLM\-powered automation agent \(Claude API \+ MCP, integrated with Jira and Confluence\) that cut a core QA workflow from 2\-3 hours down to under 20 minutes per story roughly 85% faster — and got it adopted company\-wide, with human in the loop approval gates built in for trust and control\. PG in Product Management from IIM Indore\. Currently exploring AI PM, APM, and Product Analyst roles where I can ship smarter products faster\. 📩 Open to conversations — reach me at lohitlakkumane1998@gmail\.com

## Location

Bengaluru

## AI stack

anthropic apis

claude code

claude

cursor

gemini

glama

## Work experience

Quality Analyst at Sapiens, Apr 2025 \- Present · 1 yr 6 mos, Bengaluru, Karnataka, India, • Independently conceived, designed, and shipped an AI/LLM\-powered automation agent integrating Jira and Confluence via MCP, cutting test\-case authoring from 2 to 3 hours down to under 20 minutes per story \(approximately 85% faster\)\. Rolled the agent out company\-wide and trained the wider QA team to adopt it as the new standard, with human\-in\-the\-loop approval gates built in for trust and control\. • Partnered cross\-functionally with engineering and business stakeholders to translate requirements into structured test cases, owning the requirement\-to\-closure lifecycle and driving defect resolution in JIRA\. • Validated business\-critical workflows spanning policy lifecycle, CRM, and reporting modules on a regulated BFSI platform, safeguarding role\-based access and data integrity\. • Led a 5\-person team as a delivery owner, prioritizing workload by business criticality and driving cross\-functional alignment with engineering and management to ensure on\-time delivery\. • Directed quality checks, including deduplication and validation of policy, client, and premium data, during enterprise client data migration and onboarding\. • Mentored junior team members, led knowledge\-transfer sessions for new joiners, and owned client\-facing demos and prototype walkthroughs\.

Total Quality Management Engineer \- 1 at K12 Insight, Aug 2021 \- Feb 2025 · 3 yrs 7 mos, Mumbai, Maharashtra, India, • Owned 0\-to\-1 delivery of a RAG/NLP conversational chatbot for student and parent query resolution, from requirement definition through validation and production rollout across 40\+ US school districts\. • Collaborated cross\-functionally with clients, developers, and internal stakeholders throughout the product lifecycle, gathering requirements, aligning scope, and resolving issues to keep releases on track\. • Applied RICE prioritization to backlog planning in Azure DevOps, directly supporting product changes that drove an 80% increase in ticket intake and a 30% lift in user engagement\. • Owned test and rollout coverage for a Resource Centre integration enabling document intelligence across web pages, PDFs, and Word documents, coordinating closely with developers to validate functionality pre\-launch\. Managed GTM launch of SIS and Classlink integrations across 40\+ US school districts, working directly with client stakeholders to translate business requirements into launch\-ready test cases\. • Led UI/UX quality reviews grounded in user research and ran competitor analysis to inform product and test planning\.

## Education

Post graduation program in Product management\., Indian Institute of Management, Indore

Bachelor's degree, Engineering, MES' PILLAI HOC COLLEGE OF EDUCATION AND RESEARCH

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

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