I turn ambiguous, technically complex problems into shippable, measurable products.
I work from discovery and specification through delivery, analytics, and launch — using software and data depth to surface feasibility and trade-offs early.
Product decisions with the evidence attached.
Selected B2B analytics, enterprise delivery, and launch/GTM work showing the problem, decisions, constraints, and measurable evidence behind the outcome.
Documented visualWiseTrack — B2B Mobile Measurement & Analytics
Product-management case study spanning an early-stage MMP from startup formation through attribution/analytics specification, pilot-led validation, ecosystem integrations, and initial commercial adoption.
~10 pilot/onboarding apps · 1st paying client confirmed · 1.2s → 0.25s recorded API example
Documented visualHoubad — Smart Ambulance MVP & Technical Acceptance
Enterprise product and technical-delivery case study covering a smart-ambulance MVP plus evidence-based acceptance of confidential vendor-delivered systems.
2 real ambulances in controlled EMS field test · 4 confidential systems under technical acceptance
Public product screenshotSepas — From Prolonged Pre-launch to Public Release
Product and go-to-market case study for moving a technically developed relationship-wellness product into public launch, behavioral analytics, monetization, and early market validation.
1,450 unique registered · 25,800 assessment responses · 58 unique paying users
Iran Stock Analysis Pipeline
An automated market-data and analytics pipeline for Iranian equities, combining daily market snapshots, validated historical analysis, provider fallbacks, and a hosted interactive dashboard.
I build close enough to the system to make better product trade-offs.
Hands-on work in conversational AI, production automation, and high-volume data pipelines sharpens feasibility judgment and engineering collaboration.
Explore all work ↗AcuLearn — AI-Powered Course Advisor
AI-powered Telegram course advisor that interviews learners, assesses knowledge and goals, recommends a personalized module sequence, preserves context, and escalates unresolved cases to human support.
~500 starts · ~300 complete interviews · 3rd place
Documented visualIranArze — Automated Job Deadline Notification
End-to-end Telegram automation that extracts active opportunities, calculates Jalali deadlines, publishes a consolidated daily digest, and sends urgent reminders without routine manual content operations.
~500 members · ~2 months automated operation
Documented visualIranian Contact Data Normalization Pipeline
High-volume Python ETL workflow that turns raw Iranian phone exports into standardized, validated, deduplicated, operator-aware, messaging-ready lists.
~1,000,000 records tested
Four capabilities that connect Product to execution.
Discovery, specification, analytics, cross-functional delivery, and technical product judgment recur across the work.
Discovery & Prioritization
Problem framing · competitor/domain research · MVP scope · roadmap · prioritization
Specification & Delivery
User flows · PRDs · acceptance criteria · edge cases · engineering coordination
Analytics & Go-to-Market
Funnels · cohorts · event semantics · positioning · pricing · launch · monetization
Technical Product Judgment
APIs · data and AI context · feasibility · integration constraints · UAT · technical acceptance