Mani Harsha-Technical Product Manager – AI & Data Integration
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Experience
Technical Product Manager – AI & Data Integration
Inspera AS
- Spearheaded end-to-end design of a scalable automation framework for large-scale assessments; drove 15% reduction in manual grading effort and generated £1.2M in new revenue
- Architected A/B testing framework to evaluate a novel AI psychometrics engine; automated internal content validation and boosted model accuracy by 25%
- Owned GTM strategy and technical launch of enterprise integration with Microsoft, capturing $800K direct business impact
- Established comprehensive performance dashboards and KPIs, unlocking 30% improvement in cross-functional alignment between Engineering and business teams
Technical Product Manager – Integrations & AI Capabilities
Tyfone CDI Pvt Ltd
- Launched 0-to-1 Digital Banking (DAO) product with advanced eKYC, fraud mitigation, and automated decisioning; cut prospect-to-member turnaround time and cost by approximately 75%
- Managed 130+ API, SDK, and SSO integrations across 25+ financial institutions, delivering PFM, ACH/RTP, bill pay, and remote check deposit capabilities
- Shipped Card Management Console enabling instant digital issuance, transaction controls, spend alerts, and push provisioning, integrated with major vendors for a vendor-agnostic experience
- Revamped alert architecture via microservices, lifting conversion 6%; integrated NAO aligned with EAR and ITAR compliance, boosting operational efficiency 10% and cutting annual expenses by $500K
- Enhanced digital banking UX by integrating Yodlee and Plaid APIs (20% efficiency gain); replaced legacy VISA features with VTC, improving system reliability by 25% and feature adoption by 17%
Technical Product Manager – Developer Analytics (AI & ML)
BlueOptima SaaS Pvt Ltd
- Launched no-code installation wizard and revamped onboarding using the Hook Model; cut developer setup time by 60% and manual effort by 40%, boosting first-time experience and retention
- Shipped GitHub Secrets Detection plugin detecting 4x more leaks than Gitleaks and 12x more than Trufflehog; introduced AI-driven Performance Insights increasing open-source stability by 25%
- Applied JTBD framework to align product strategy with user needs; boosted Team Lead Dashboard adoption by 72% and accelerated decision turnaround by 30% through root-cause tracking
Technical Product Manager II / Product Manager I – WhatsUp Gold (Network & Infrastructure Monitoring)
Progress Software Development Centre
- Owned customer-driven roadmap and shipped major releases aligned with business objectives; delivered APM plugin for Microsoft Exchange and SQL Server, improving system visibility and reliability
- Enhanced UI and backend performance by 30% through code optimization and architectural improvements; integrated Pendo analytics to enable user-based insights and improved feature prioritization
- Built continuous feedback loops that increased customer satisfaction by 12% and reduced churn through targeted, data-informed enhancements
Associate Technical Product Manager, CloudWatch; Solutions Architect
Amazon Web Services
- Launched AWS CloudWatch Application Insights, an ML-powered APM solution adopted by 17K+ customers; cut MTTR by 30% and unlocked a multi-million-dollar enterprise adoption pipeline
- Introduced ML-driven monitoring with AWS Bedrock; boosted anomaly detection by 30%, reduced manual analysis by 42%, and sped incident resolution by 20%
- Drove pricing, roadmap, and GTM strategy for enterprise cloud adoption; accelerated release cycles 35% via CI/CD pipelines and Infrastructure as Code (Terraform, CloudFormation)
- Led cross-functional delivery of agentic DevOps and observability improvements, creating developer-first experiences that boosted operational efficiency
Industry Experience
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Experienced in Information Technology, Education, and Banking and Finance.
Business Area Experience
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Experienced in Product Development, Strategy, Information Technology, and Business Intelligence.
Summary
Senior Technical Product Manager with 10+ years architecting AI/ML-powered SaaS and FinTech platforms at AWS, Inspera, and Tyfone. Delivered $3.5M+ in business impact through data-driven roadmaps, 0-to-1 product launches, and enterprise integrations with Microsoft, VISA, Plaid, and Yodlee; shipped products adopted by 17K+ customers and 25+ financial institutions.
Skills
- Product & Strategy: Product Roadmap, Prioritization, Go-to-market (Gtm), Prds, User Research, A/b Testing, Jtbd, Okrs, Agile/scrum, Stakeholder Alignment
- Data & Analytics: Sql, Product Analytics, Kpis, Conversion Funnels, Dashboards (Pendo, Mixpanel), Data-driven Decision Making
- Ai & Ml: Llms, Prompt Engineering, Ai Evaluation Metrics (Precision/recall), Ml-driven Automation, Ai/ml Fundamentals, Aws Bedrock
- Technical: Aws, Rest Apis, Sdks, Sso, System Design, Ci/cd, Microservices, Terraform, Cloudformation, Data Security, Risk Management
- Domain: Saas Platforms, Fintech, Digital Banking, Ekyc, Apm, Developer Tools, Enterprise Integrations
Languages
Education
Jain University, School of Management
Executive MBA · IT Management & Business Analytics · Bengaluru, India
Vignan’s Institute of Information Technology, JNTU
B.Tech · Computer Science · Visakhapatnam, India
Certifications & licenses
Advanced AI Digital Transformation for PMs
UpGrad
Build Digital Products
Product School
PMP: Technology for Product Managers
Project Management Institute (PMI)
Project Management Expert
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Qualifications
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