Building AI-native products with a focus on product strategy, technical execution, and shipped systems.
I'm a Product Manager at SOYL AI, currently leading product discovery and architecture for an AI Revenue Intelligence Platform, and an ECE undergraduate at M.S. Ramaiah Institute of Technology, Bengaluru. My work spans product strategy, applied AI, and software engineering — with a focus on understanding problems deeply enough to define the product AND build the system behind it.
I'm the creator of FeatureSmith (open-source dataset review platform, v0.3.0) and Prodily (a free PM learning platform), and the builder of RallyVerse, a live sports event registration & operations platform. Earlier work includes AI-based appliance troubleshooting with Computer Vision at Samsung R&D, and research-driven RL experiments (TD3/DDPG).
Product Manager — SOYL AI (Aug 2026 – Present)
- Leading product discovery, market/competitive research, and product architecture for ARIP, an AI Revenue Intelligence Platform for hospitality
- Translating ambiguous operational problems into structured product requirements and scalable workflows across research, engineering, and business teams
Product Strategy Intern — IntelAbroad (Jul 2026)
- Mapped the end-to-end student lead lifecycle and benchmarked competing consultancies to identify conversion bottlenecks and workflow gaps
- Authored PRDs for CRM enhancements and applied RICE prioritization to sequence the roadmap
Research Intern — Samsung R&D Institute India (Dec 2025 – Jul 2026)
- Built a multi-stage image processing pipeline with OpenCV and EasyOCR for appliance error-code extraction, achieving 90%+ reliability
- Introduced early-exit preprocessing and dictionary-based validation for lower latency and more robust detection
- AI-Native Product Discovery & Architecture
- Dataset Quality Engineering for ML Systems
- Deep Reinforcement Learning for Autonomous Systems
- Computer Vision for Real-World Applications
Current work centers on ARIP's product roadmap at SOYL AI and FeatureSmith's Phase 4 roadmap (recommendation engine, dashboard, CI/CD plugins).
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🧪 FeatureSmith (Open Source)
Open-source, developer-first toolkit bringing CI/CD-style review to ML datasets — 9 automated reviewers, an explainable 0–100 ML Readiness Score, 6 leakage detectors, and dataset-diff. v0.3.0, Apache 2.0, 311 passing tests, published to PyPI. |
🏸 RallyVerse
Live sports event registration & operations platform — registration pages, UPI payment verification, organizer dashboard, event-day check-in, and analytics. 500+ community members, 3+ events hosted, 12+ partner organizations. |
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📚 Prodily
Free, structured Product Management curriculum — 90 lessons across 9 modules, interactive quizzes, spaced-repetition flashcards, and skill tracking across 7 PM competencies. Free forever, no paywalled lessons. |
🤖 AI CTO Agent
End-to-end AI DevOps intelligence platform: repo analysis, CI/CD auditing, Sentry-driven root-cause analysis to Slack, pre-deployment risk scoring, and a knowledge-graph-grounded chatbot. MIT licensed, deployed on Vercel. |
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💳 Credit Limit Bandit
Contextual multi-armed bandit (Thompson Sampling vs. UCB vs. Epsilon-Greedy) for credit-limit decisions, simulated across 10,000 users over 12 months. Thompson Sampling reached +39.1% revenue lift vs. static baseline in simulation. |
🧠 ADDY AI Agent
Telegram-based personal AI assistant with hybrid rule-first/LLM-fallback routing, multi-account OAuth, and a multi-step workflow planner/executor with confirmation gates for risky actions. |
Outreach Program Coordinator — IEEE RIT-B (2025) · Led 2-day STEM outreach for 100+ students with hands-on sessions on sensors, TinkerCad, and design thinking
Core Team, RIT TechFest 2025 — IEEE RIT-B (2025) · Led logistics and outreach for 25+ tech events reaching 2,800+ students
SAC Member — IEEE Bangalore Section (2024–2025) · Launched joint initiatives across 100+ student branches improving engagement
Vice Secretary — IEEE RIT-B (2024) · Coordinated 50+ technical events with improved internal workflows
B.E. Electronics & Communication Engineering
M.S. Ramaiah Institute of Technology, Bangalore (2023 – 2027)
GPA: 8.07/10
- Agile Project Management — Google (Jan 2026) · Agile & Scrum frameworks, ceremonies, artifacts
- Project Execution: Running the Project — Google (Nov 2025) · KPI tracking, risk mitigation, stakeholder reporting
- Machine Learning with Python — IBM (Aug 2025) · Supervised/unsupervised learning, classification, regression
- Artificial Intelligence Fundamentals — IBM SkillsBuild (Jun 2025) · ML, Deep Learning, NLP, Computer Vision, AI ethics
- Data Analysis using Python — IBM (Jul 2025) · Pandas, NumPy, Matplotlib, end-to-end analysis workflows
- Python for Data Science — IBM (Jun 2025) · Python programming, data structures, Jupyter Lab
- Scaling FeatureSmith through its public roadmap (recommendation engine, dashboard, CI/CD plugins)
- Growing RallyVerse's partner network and event calendar
- Leading ARIP's product roadmap and discovery at SOYL AI
- Expanding Prodily's curriculum and community features
- Continuing to explore AI product management and 0→1 product roles
"Building products isn't about the tech stack. It's about solving real problems with systems that actually ship."
If you're building something ambitious in AI, product, or intelligent software — let's connect.
