kanish = {
"name" : "Kanish Tyagi",
"role" : "Product Strategy & AI PM Candidate",
"education" : "M.S. Data Science @ UT Arlington (Dec 2026)",
"background" : "3+ yrs QA Engineer → Data Science → Product",
"location" : "Arlington, TX 🇺🇸",
"open_to" : ["APM", "Product Strategy Intern", "AI PM"],
"cpt_eligible": "May 2026 ✅",
"currently" : "Building PM portfolio · Open Source at Microsoft",
"superpower" : "I break products AND know how to fix them 🧠",
}- 🎯 Background: 3+ years in QA taught me how products fail — now I want to own how they succeed
- 🚀 Product Work: Go-to-market strategy & pricing for a B2B SaaS startup (FoundersBoost NYC 2026 accelerator)
- 🤖 AI PM angle: Built RL-powered AI Tutor (UCB1 + Claude API) — owned full lifecycle from idea → deployed product
- 🔧 Open Source: 5 merged PRs to Microsoft's
agent-governance-toolkit— writing about AI governance on Dev.to - 🏆 Recognition: 2nd Runner-Up AWS GenAI Hackathon · Speaker @ UTA Business Analytics Symposium 2026
- 💬 Ask me about: Product strategy, pricing models, QA → PM pivot, or anything AI/ML
- ⚡ Fun fact: I spent 3 years breaking products before realizing I understood them better than most PMs building them
| 🎯 Product | 🎤 Speaker | 🏆 Hackathon | 🔧 Open Source |
|---|---|---|---|
| FoundersBoost NYC Spring 2026 | UTA Business Analytics Symposium 2026 | 2nd Runner-Up — AWS GenAI Hackathon | 5 PRs Merged @ Microsoft |
| ✅ Certified | 📜 Certified |
|---|---|
| ISTQB Foundation Level | Google Data Analytics Professional |
| Project | Type | Stack | Highlights |
|---|---|---|---|
| 🎯 B2B SaaS GTM & Pricing Strategy | Product Case Study | Go-to-Market · Pricing · Competitive Analysis | 3-tier model · FoundersBoost NYC 2026 |
| 🤖 Adaptive AI Study Tutor | AI Product | Python · UCB1 RL · Claude API · Streamlit | 18 config arms · Deployed · Full product lifecycle |
| 📊 GenAI ROI Analysis | Data + Strategy | Python · Pandas · Business Analytics | 90K+ survey rows · Presented at UTA Symposium 2026 |
| 🔧 Microsoft Agent Governance Toolkit | Open Source | Python · AI Governance · GitHub | 5 merged PRs · Dev.to articles |
| 🏥 Health Center Attrition Predictor | ML | Scikit-learn · XGBoost · Pandas | 87% accuracy · 1,400+ records |
| 🏠 Airbnb Price Insights | EDA Dashboard | Pandas · Matplotlib · Streamlit | 50K+ listings · Interactive dashboard |
