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Rushank Talwar
I'm Rushank-an engineer who moved into product because I wanted to own the whole problem, not just a slice of it. Right now I'm building production voice AI agents at Karta AI for Pine Labs, PhonePe, and InCred Money. I graduate from VIT in July 2026 and I'm looking for PM roles where technical depth is an asset, not a footnote.
I am a final year student at VIT Chennai (graduating July 2026) with all academic obligations completed and available to join full-time immediately.
About Me
I like problems that sit at the edge of AI, product, and real user impact.
My sweet spot is work where technical depth and product judgment both matter. I've built voice agents that handle real fintech calls, created an end to end RAG based issue classifier which works for 10,000+ machines at Rotimatic, and led an EV transition on a Formula Racing team - all before graduating.
Engineering roots
I started as an EE student, which means I think about systems, edge cases, and what it actually takes to ship - not just what looks good in a PRD.
Product ownership
I moved into product because I wanted to own the full problem: users, constraints, prioritization, and outcomes - not just one layer of it.
Voice AI work
At Karta AI, I build production voice agents for Pine Labs and InCred Money - where product behavior and call quality are directly tied to business metrics.
What I'm looking for
PM roles where asking better questions, making clearer tradeoffs, and moving fast with technical context is the job - not a bonus.
EXPERIENCE
Where I've built products.
#CompanyRoleDurationImpact
01
Karta AIAI Product Management InternApril 2026 - Present50% call automation
Karta AIAI Product Management InternApril 2026 - Present50% call automationOwned end-to-end development of production voice AI agents for fintech clients including Pine Labs and InCred Money. Drove 50% call automation, 35% improvement in first-call resolution, 25% increase in merchant retention, and improved connectivity rate by 40%.
02
Zimplistic India (Rotimatic)AI InternJan 2026 - April 202630% resolution efficiency
Zimplistic India (Rotimatic)AI InternJan 2026 - April 202630% resolution efficiencyBuilt an AI-powered log analyzer for a fleet of 10,000+ IoT devices using RAG pipelines, LangChain, and vector stores with automated report generation. Achieved 30% improvement in issue resolution efficiency.
03
Tech MahindraStrategy & Analytics InternJune 2025 - August 2025$65B market analysis
Tech MahindraStrategy & Analytics InternJune 2025 - August 2025$65B market analysisConducted a $65B market opportunity analysis contributing to product strategy and market positioning. Framed findings around hypothesis-driven reasoning and structured problem-solving.
Karta AI
April 2026 - Present
AI Product Management Intern
50% call automationOwned end-to-end development of production voice AI agents for fintech clients including Pine Labs and InCred Money. Drove 50% call automation, 35% improvement in first-call resolution, 25% increase in merchant retention, and improved connectivity rate by 40%.
Zimplistic India (Rotimatic)
Jan 2026 - April 2026
AI Intern
30% resolution efficiencyBuilt an AI-powered log analyzer for a fleet of 10,000+ IoT devices using RAG pipelines, LangChain, and vector stores with automated report generation. Achieved 30% improvement in issue resolution efficiency.
Tech Mahindra
June 2025 - August 2025
Strategy & Analytics Intern
$65B market analysisConducted a $65B market opportunity analysis contributing to product strategy and market positioning. Framed findings around hypothesis-driven reasoning and structured problem-solving.
3
Internships & Roles
8
Months of Industrial Experience
2
Fintech Clients Served
10,000+
B2C Customers Served
PROJECTS
Things I've built and thought through.
Repo Radar
AI-powered GitHub repository comparison tool that turns a 45-minute library evaluation into a 4-minute decision.
Developer ToolsAI
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Bharat Dhrishti AI
Mobile-first platform to collect geo-tagged, multilingual image-description pairs from every Indian village — building the largest India-centric vision AI dataset.
GovTechAI
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🎯
Skillz - Road To Pro (Assignment)
Feature PRD for Skillz Inc. — a 10-step onboarding progression system to reduce new user churn and drive first cash match entry.
EdTechGamingPRD
PRD OnlyView Project ->
🏦
HyperVerge AI Lending (Assignment)
Product concept for an AI-enabled loan underwriting agent for rural India — a voice-first, multilingual mobile app that enables credit access for new-to-credit borrowers using alternative data and explainable AI.
FintechRuralAI
PRD OnlyView Project ->
💳
FinSmart AI
AI-powered personal finance management platform working as a local demo
FintechAILocal Demo
Coming Soon
🚨
Disaster Management
AI-driven disaster response and resource coordination system built for Smart India Hackathon 2023 — Top 30 finish at VIT Chennai chapter.
GovTechSafetyAI
LiveView Project ->
SKILLS
What I bring to the table.
Built through shipping real products, not just coursework.
Product
PRD WritingRoadmappingUser Story MappingProduct DiscoveryA/B TestingOKR DefinitionGo-to-Market StrategyFunnel AnalysisCohort AnalysisKPI DefinitionStakeholder ManagementSprint PlanningConversation DesignWireframingUser ResearchAgileScopingQA CoordinationPrioritization FrameworksNorth Star MetricsProduct PositioningMVP Definition
AI & Technical
LLMsVoice AIRAG PipelinesLangChainWhisper APIOpenAI APIPythonSQLREST APIsAWSHuggingFaceGroqPyTorchNumPypandasscikit-learnC/C++Vector StoresPrompt EngineeringOffline AI SystemsSpeech-to-Speech Translation
Analytics & Research
Hypothesis-Driven AnalysisEDAForecastingMarket ResearchUser Behavior AnalysisPerformance BenchmarkingData PipelinesEvidence-Based ReportingTrend Velocity AnalysisRoot Cause AnalysisMulti-platform Data AggregationEngagement Rate AnalysisOperational Efficiency MetricsCost Per InteractionAHTFCRContainment Rate
Tools & Collaboration
NotionFigmaJiraGitMixpanelExcelJupyterSimulinkPostmanCross-functional AlignmentExecutive StorytellingWritten SynthesisRetoolPowerPointGroqCross-functional Stakeholder AlignmentSprint RetrospectivesDependency ManagementExecutive Presentations
Microsoft AI PM Certificate
Coursera · In Progress
In ProgressEA Product Management Simulation
Forage · Mar 2026
CompletedSmart India Hackathon
Top 30 · VIT Chennai Chapter
QualifiedVoice AIFintechLangChainPythonSQLRAGLLMsWhisperPRD WritingOKRsA/B TestingKPI DefinitionNext.jsAWSHuggingFaceRoadmappingUser ResearchSprint PlanningStakeholder ManagementOpenAI APIGovTechEdTechIoTCohort AnalysisForecastingREST APIsVoice AIFintechLangChainPythonSQLRAGLLMsWhisperPRD WritingOKRsA/B TestingKPI DefinitionNext.jsAWSHuggingFaceRoadmappingUser ResearchSprint PlanningStakeholder ManagementOpenAI APIGovTechEdTechIoTCohort AnalysisForecastingREST APIs
Contact Me
Let's talk about product, AI, or PM roles.
Send a note from here, or reach me directly at the email below.
talwarrushank@gmail.com
+91 7760742872