
I design and build AI-powered tools, agents, and workflow systems across job search, interview preparation, and market intelligence — combining product thinking with engineering depth to solve real-world problems.

AI Copilot for Job Search & Interview Preparation
Job seekers juggle multiple platforms, roles, and prep materials — leading to fragmented workflows and missed opportunities.
An all-in-one AI copilot that consolidates role discovery, tracking, and personalized interview prep in a single intuitive workspace.

AI Briefings for Markets, News & Signals You Care About
Important events get lost in noisy newsletters and unstructured news streams across markets, AI, and policy.
A daily AI briefing engine that aggregates, ranks, and summarizes the signals that actually matter to you, with sources you trust.


Data-driven signals for informed decisions
Problem: Signal noise and scattered market data.
Solution: Clean signals from macro & market indicators.
Detect & track important events in real-time
Problem: Important events get lost in information overload.
Solution: Real-time detection with intelligent filtering.
Identify real user pain and the gaps in existing tools.
Understand the steps, decisions, and friction points.
Define data sources, models, prompts, and architecture.
Build fast, test core value, and iterate with real feedback.
Stress test the system and validate accuracy and reliability.
Refine UX, performance, and deliver measurable outcomes.
Designing experiences that feel intuitive, helpful, and trustworthy.
Turning complex, repetitive workflows into smart automated systems.
Deep understanding of markets, fintech, payments, and real-world constraints.
Building scalable, modular systems that integrate and adapt.
Shipping fast, learning faster, iterating toward product-market fit.