--- title: "Ritesh N. - Product Manager – AI & Automation in Bengaluru | Tal" description: "Meet Ritesh N., AI Product Manager | Enterprise AI & Automation | RAG Systems | 6+ Years Building Production-Ready AI Products based in Bengaluru. AI stack includes antigravity, codex, and opencode. Explore public work links including github." image: "https://tal.club/meet/ritesh-n/share-image" --- # Ritesh N\. on Tal ## Headline AI Product Manager \| Enterprise AI & Automation \| RAG Systems \| 6\+ Years Building Production\-Ready AI Products ## About AI Product Manager with 6\+ years shaping enterprise\-grade automation, analytics, and generative AI products\. I blend strategy, data science, and delivery leadership to ship production\-ready AI assistants, onboarding tools, and analytics platforms that elevate recruiter productivity, speed time\-to\-hire, and improve revenue outcomes\. \-\-> Current Focus: At PeopleLogic Business Solutions, I own the AI product portfolio end\-to\-end, managing 4\+ direct reports and driving strategic decisions across RAG systems, automation platforms, and analytics products serving 100\+ recruiters\. \-\-> Key Achievements: • Launched "HR Assist"—a RAG\-based HR policy copilot \(Groq \+ Pinecone\) that cut policy lookup time by 90% with 95% satisfaction • Shipped AI recruiter toolkit with Gemini 2\.5 Flash, reducing onboarding content creation from 2 hours to under a minute • Orchestrated ATS/CRM modernization increasing recruiter productivity by 30% and reducing lead\-to\-hire cycle time • Built SpringBoard analytics dashboards eliminating 80% of manual reporting while surfacing real\-time KPI insights • Scaled AI productivity suite boosting recruiter throughput by 50% and increasing candidate shortlist rate to 80% \-\-> Technical Expertise: Generative AI \| RAG Architectures \(LLMs, Pinecone, Groq, Gemini\) \| MLOps \| Workflow Automation \| ATS/CRM Integration \| Analytics & BI \-\-> Tech Stack: Python, SQL \| Groq \(Qwen 3 32B\), Pinecone, Gemini 2\.0 Flash, HuggingFace, LangChain \| Oorwin, Ceipal, Zoho CRM, Make\.com, VAPI I am passionate about building AI products that solve real business problems and deliver measurable impact\. Open to connecting with fellow AI PMs, ML engineers, and product leaders\. \#AIProductManagement \#GenerativeAI \#RAG \#MLOps \#EnterpriseAI \#ProductManagement ## Location Bengaluru ## AI stack antigravity codex opencode ## Work experience Product Manager – AI & Automation at PeopleLogic, Oct 2022 \- Present · 3 yrs 11 mos, Bengaluru, Karnataka, India, Own AI product portfolio end\-to\-end and driving strategic decisions across RAG systems, automation platforms, and analytics products that serve 100\+ recruiters\. Key Achievements: 🚀 Launched "HR Assist"—a RAG\-based HR policy copilot on Groq \+ Pinecone—cutting policy lookup time by 90% and delivering 95% satisfaction across 50\+ documents 🤖 Shipped an AI recruiter toolkit \(handbook generator, resume evaluator\) with Gemini 2\.5 Flash that trimmed onboarding content creation from 2 hours to under a minute and automated candidate evaluation from 15 minutes to 20 seconds ⚙️ Orchestrated ATS and CRM modernisation \(Oorwin, Ceipal, Zoho\) with Make\.com integrations, increasing recruiter productivity 30% and reducing lead\-to\-hire cycle time 📊 Built SpringBoard analytics dashboards combining ATS, Naukri, and VoxPro data, eliminating 80% of manual reporting while surfacing KPI insights in real time 🤖 Piloted AI call bots for L1 interviews via VAPI, offloading 25% of recruiter screening workload and capturing structured candidate feedback for model retraining Business Development Specialist at Open Financial Technologies, Nov 2020 \- Sep 2022 · 1 yr 11 mos, Bangalore Urban, Karnataka, India, Partnered with product and data teams on fintech growth experiments, driving revenue and customer acquisition through data\-led product decisions\. Key Achievements: 📈 Increased ARPA by 20% through pricing and feature iteration based on 100\+ customer feedback inputs 📊 Created competitive intelligence and go\-to\-market playbooks that accelerated customer acquisition by 30% 💼 Enabled cross\-sell motions resulting in additional 20% ARPA uplift Co\-Founder at PocketTrucks Services Private Limited, Feb 2018 \- Oct 2020 · 2 yrs 9 mos, Bengaluru, Karnataka, India, India's 1st Online Truck Booking Platform With Live Bidding\! https://www\.pockettrucks\.com/ Description: Built India's first real\-time truck booking platform \(bidding\-based marketplace\) from zero to one, handling product design, feature prioritization, and hands\-on customer acquisition\. Key Achievements: 🚛 Built and launched logistics marketplace MVP reaching 80% fleet utilisation within 60 days 💰 Secured ₹10L seed funding ⚡ Implemented real\-time booking and dispatch automation that cut wait times by 50% for shippers and fleet owners 👥 Onboarded 190 drivers in 2 months through field operations Procurement Engineer at LKQ India Private Limited, Jul 2016 \- Jan 2018 · 1 yr 7 mos, Bengaluru, Karnataka, India, Designed analytics\-powered sourcing workflows that increased procurement productivity by 70% across automotive aftermarket SKUs\. Provided product feedback on internal automation tools, helping reduce user effort by \~50%\. Graduate Apprentice Trainee at Volvo Group, Dec 2014 \- Nov 2015 · 1 yr, Greater Bengaluru Area, Contributed to new product development for BRT and SLF bus prototypes tailored to Indian market requirements\. Identified logistics inefficiencies that later inspired the founding of PocketTrucks\. ## Education Product Manager, Product Management, Nextleap Bachelor of Engineering \(B\.E\.\), Visvesvaraya Technological University ## Public links - github: https://github\.com/riteshnaik77 [View the original profile](https://tal.club/meet/ritesh-n) ```json { "@context": "https://schema.org", "@graph": [ { "@type": "Person", "@id": "https://tal.club/meet/ritesh-n#person", "name": "Ritesh N.", "url": "https://tal.club/meet/ritesh-n", "image": "https://tal.club/meet/ritesh-n/profile-photo.jpg", "description": "Meet Ritesh N., AI Product Manager | Enterprise AI & Automation | RAG Systems | 6+ Years Building Production-Ready AI Products based in Bengaluru. AI stack includes antigravity, codex, and opencode. 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