Professional Summary
Building data-driven products and leading engineering teams for over a decade
Data Scientist and Python Engineer with 13+ years of experience across software engineering, data analytics, predictive modeling, and product strategy. Founder of URLAudit — an automated e-commerce auditing SaaS platform built on Python, Flask, Celery, Playwright, and PostgreSQL.
Track record of leading cross-functional engineering teams, building analytics platforms at scale, and managing full product lifecycles from concept through monetization and growth. Designed analytics instrumentation for blockchain systems at Forte and built predictive LTV engines and monetization dashboards at N3TWORK Studios.
Professional Experience
From engineering teams to SaaS products, a journey across industries
URL Audit — Automated E-Commerce Auditing SaaS
A distributed platform that crawls 1M+ URLs per day, running HTML/CSS validation, Lighthouse audits, and screenshot capture. Features usage-based Stripe billing, domain-level subscription architecture, and real-time KPI dashboards for store health scoring.
- Architected a distributed automated store audit engine using Playwright, Celery, Redis, and PostgreSQL.
- Designed multi-domain subscription architecture with Stripe (usage-based billing, domain-level plans).
- Engineered a scalable crawling system processing 1M+ URLs per day with HTML/CSS validation, screenshots, and Lighthouse reports.
- Defined product roadmap, technical architecture, and early customer acquisition strategy.
- Integrated KPI dashboards with real-time performance metrics and store health scoring.
- Designed analytics event instrumentation across blockchain operations, wallet, accounts, bridges, exchanges, and token liquidity systems.
- Created dashboards and data aggregation pipelines to surface key metrics across teams.
- Developed data validators, quality standards, and automated testing pipelines ensuring data integrity across products.
- Directed cross-functional data engineering and analytics teams.
- Built simulation models to analyze user economy behavior and revenue impact.
- Constructed data pipelines for LTV, CPI, ROI modeling, and marketing analytics.
- Created dashboards for publishing decisions — green/red light models for game launches.
- Managed A/B testing performance and monetization insights across titles.
- Delivered data scraping, analysis, and dashboard projects (Tableau, PowerBI) for clients across the US, Europe, and Australia.
- Developed custom data pipelines, automation scripts, and visualization reports in Python for diverse industries.
- Directed web/mobile engineering teams, marketing teams, and digital product delivery; hired 60+ developers, designers, and marketers.
- Analyzed terabytes of data across products to drive strategic decision-making.
- Developed automated reporting for LTV, ROI, EBITDA, and churn forecasting.
- Oversaw the online marketing team with a multi-million dollar budget across Google Ads, Facebook, Snapchat, and TikTok.
- Prepared unit economics reports and KPI dashboards to monitor multi-product performance.
- Launched 8+ web and mobile products from concept to production, achieving a combined 1.25M+ app installs across iOS and Android.
- Spearheaded end-to-end product delivery including backend development, data gathering, design, marketing, and growth.
- Created and managed multiple Shopify websites for Tako Agency; executed data migration, funnel A/B testing, and optimization.
- Performed marketing and campaign data analysis for EasyWeddings.com.au.
- Delivered data cleanup, analysis, and automation solutions in Python for various clients.
- Coordinated a multi-million dollar luxury real estate construction project from planning through execution.
- Led the sales strategy for a hotel project, including investor outreach and stakeholder presentations.
- Prepared feasibility studies and financial models to secure investor interest and project funding.
- Promoted to General Manager — youngest in the holding's history — overseeing all production and business operations.
- Led production and packaging teams of 50 people, reducing costs and increasing output significantly.
- Created feasibility studies for a fruit and vegetable packaging facility and geothermal food drying project.
- Coordinated the Velika-1 Geothermal Power Plant project in Croatia; managed purchasing of a $12M geothermal power plant.
- Supervised a team across production, packaging, and sales operations.
- Implemented data-driven models to optimize production planning, inventory management, and sales forecasting.
- Expanded domestic and international sales channels, establishing new distribution partnerships globally.
- Developed PHP backend systems for multiple top e-commerce websites in Turkey.
- Managed a team of 8 developers and designers.
- Planned and developed new modules for the e-commerce platform; introduced Git and GitHub to the team.
Technical Skills
Core competencies refined across years of building products at scale
Data Science & Analytics
Data Engineering & Infrastructure
Visualization & Reporting
Web & Product Engineering
Leadership & Strategy
Digital Marketing
Personal Projects
Things I've built out of curiosity, passion, and the drive to create
L2Loyal Gaming Community
Created an online gaming community with multiple game servers, reaching over 50,000 users.
GamesMessU Gaming Community
Built a social network website for gamers to share experiences.
NGClick Web Design & Marketing Agency
Founded a web design agency serving multiple international clients with website design and online marketing.
Data Scraping & Visualization
Built scrapers for gaming, housing market (GIS), stock market, classifieds, and other data domains. Created visualizations and GIS data maps.
Academic Background
Master's Degree, Systems Engineering
Bachelor of Business Administration
TUBITAK Research Grant Recipient
The Scientific and Technological Research Council of Turkey
Contact
Open to opportunities, collaborations, and interesting conversations