Task Assistant
A rules-based browser demo for inspecting fictional tasks and reviewing updates.
Predefined rules run in your browser. No AI model, server backend, or Asana connection.
Open Task AssistantI lead AI and enterprise products from customer problem to delivery.
I connect product choices, technical judgment, and cross-functional execution to outcomes customers can feel.
Selected work
Product decisions and the delivery behind them.
Oracle · Product and program delivery
Helping students find the right courses
Students needed relevant course paths before the system had enough personal history to learn from.
My role: Led product direction across data science, ML engineering, design, and evaluation.
Outcome: 35% higher engagement, with an evaluated student experience.
Read case studyIndependent work · Product and program architecture
Designing agents around evidence and control
Agentic workflows need to act efficiently without treating incomplete evidence as permission to proceed.
My role: Owned the product goals, workflow boundaries, acceptance criteria and evaluation approach; AI tools assisted drafting, implementation and verification.
Outcome: Defined evidence checks, action boundaries and human review for an independent workflow system, with AI-assisted implementation.
Read case study5th Kind · Product and program execution
Making the trade-off that preserved the account
Customer expectations, delivery constraints, and commercial timing all converged in one decision.
My role: Framed the options, made the trade-off visible, and guided a phased path through delivery.
Outcome: $3M in renewal revenue protected through a considered delivery decision.
Read case studyExperience
Product direction, carried through delivery.
2024–20262021–20242018–20212016–2017
Mabrosi
Founding Product Manager
Defined the mobile MVP and re-engagement work that brought dormant beta users back to daily activity.
Oracle
Principal Product Manager
Led AI recommendations, search and metadata foundations, onboarding, monitoring, and enterprise compliance efforts.
5th Kind
Product Manager
Led enterprise search, mobile product delivery, workflow design, and strategic customer decisions.
Raytheon
Product & Program Manager
Led multi-phase product delivery, critical-path coordination, and program visibility for regulated environments.
Product samples
Try two product decisions.
Personal demonstrations with fictional data and AI-assisted implementation.
Feedback Nexus
A fictional feedback board for traceable triage and planning decisions.
Open Feedback NexusThinking
Notes on product judgment.
When I would use rules instead of AI
Use known policy when a stable, explainable boundary matters; use AI for interpretation with review and recovery.
Read noteHow I decide a product is ready to launch
A launch is a decision supported by evidence about quality, operating readiness, ownership, and recovery.
Read noteBackground
The skills behind the work.
Capabilities
- Product discovery and prioritizationTurn customer behavior, research, and business context into a focused product direction and measurable outcomes.
- Program dependencies, risk, and releaseMake scope, schedule, quality, ownership, and critical path visible so complex work can move with fewer surprises.
- AI product evaluation and controlConnect model behavior, human review, evidence, cost, privacy, and recovery to a product experience people can trust.
Education
- M.S. Computer Science — California State University, Fullerton
- B.S. Software Engineering — Azad University
Contact
Let’s talk about the next product challenge.
Open to product and program management opportunities.
m.vahedi65@gmail.com