Work Experience
Building products that solve real problems, from fintech innovations to AI-powered automation systems.
2025
Building the future of intelligence analysis with Selyne, transforming how organizations collect and process OSINT data through AI-driven automation and predictive insights.
Key Responsibilities & Achievements:
- Founded and engineered Selyne, an OSINT (Open-Source Intelligence) platform, leading product strategy, technical architecture, and roadmap execution to deliver a scalable, data-driven intelligence toolkit
- Developing & launching core automation features, including real-time data aggregation, AI-driven risk analysis, and predictive intelligence tools, improving investigative accuracy and efficiency
- Implementing feedback loops for AI predictions, ensuring self-correcting model behaviors and adaptive updates based on real-world intelligence insights
- Building API integrations & automation tools, reducing manual intelligence collection by 60%, increasing data processing efficiency by 40%, and expanding market reach
2023
Product Manager
APM
Simplified property management by creating automated tools that handle routine tasks and financial tracking, saving time and reducing errors.
Key Responsibilities & Achievements:
- Leading the development & strategy for InvoiceAPM, an AI-powered financial automation platform, reducing invoice approval delays by 25%, improving reconciliation accuracy to 85%, and saving $250K annually in processing errors
- Scaling TourSync from a tour-tracking tool into a full-scale property management platform, now used by 10+ property management companies to manage applications, lease statuses, and automated owner notifications, reducing manual communication workload by 40%
- Implementing AI-driven decision models, improving InvoiceAPM's reconciliation accuracy to 85% and reducing false-positive invoice rejections by 30%
- Optimizing billing & invoicing automation through InvoiceAPM, improving financial reconciliation accuracy to 85% and reducing manual processing time, leading to $250K in annual savings
- Designing and implementing SQL-driven KPI dashboards, enhancing real-time financial visibility, reducing manual data entry workload by 30%, and improving data-driven decision-making for finance and operations
- Driving adoption of AI-powered automation tools, improving workflow efficiency and reducing overhead costs, saving $100K+ annually
- Executing model iteration experiments, aligning AI decision thresholds with user feedback, increasing model robustness and reducing bias-related errors by 20%
2019
Founding Engineer
Coinpilot
Built trading software for cryptocurrency markets that helps investors make decisions based on market patterns and execute trades efficiently.
Key Responsibilities & Achievements:
- Developed and scaled Coinpilot, a crypto-fintech platform, increasing the user base by 20% over three years and driving $450k+ in total transaction volume by optimizing trading automation and real-time portfolio tracking
- Designed an AI-driven arbitrage trading algorithm, improving profit margins by 5-10% per trade and boosting user engagement by 20%
- Implemented a microservices architecture, modularizing platform features for enhanced scalability, reducing system downtime by 30%, and improving user satisfaction ratings, leading to a 12% increase in premium subscriptions
- Led blockchain API integrations with major cryptocurrency exchanges, reducing latency in portfolio updates by 40%, improving liquidity risk analysis, and automating 85% of investment workflows, cutting operational costs by streamlining manual processes
- Defined product roadmap and feature prioritization, collaborating with engineering, risk, and compliance teams to optimize trading automation, risk assessment, and portfolio insights, reducing manual workload and improving decision-making efficiency
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