Projects
VitaLight
Sep 2025 - Present
Advanced contactless heart rate monitoring system using rPPG and following Spiral Model methodology. Analyzes subtle facial color changes from video to extract cardiovascular signals with medical-grade accuracy.
- 6.5% Error Rate Improvement
- 3 Hybrid Algorithms (CHROM, POS, GREEN)
- Multi-ROI Signal Processing
- Real-time Detection
SifAI
Feb - Jun 2025
Dual-model AI system for skin cancer detection as part of SifAI project. Built segmentation and classification pipeline processing 10,000+ dermoscopic images with advanced data augmentation.
- 95.83% Segmentation Accuracy
- 84.95% IoU Score
- 89.55% Classification Accuracy
- 10,000+ Images Processed
DocuMind
Jan - Feb 2025
Secure RAG system for financial document analysis. Deployed locally ensuring full data privacy and regulatory compliance while processing diverse document formats at scale.
- 1,700+ Documents Processed
- 65% Time Reduction
- 70% Q&A Accuracy
- 500-1,000 Users Supported
SignFlow
Oct 2024 - Feb 2025
Led development of the real-time ASL recognition system, coordinating end-to-end project lifecycle. Achieved 92%+ validation accuracy with CNN architecture optimized for real-time performance including complex dynamic gestures.
CV & DSP Practices
Aug 2025 - Present
Educational collection of hands-on exercises in Computer Vision and Digital Signal Processing. Practical mini-projects covering fundamental concepts with step-by-step implementations and clear documentation.
Experience
Volunteer Data Analyst
Superint Software
Istanbul, Turkey · Hybrid
Jan - Apr 2025
Led AI component development for Nutrivine mobile app. Built personalized insight engine using Gemini API achieving 88% food recognition accuracy and 99.7% text-based journaling accuracy. Optimized query time with TF-IDF, reduced storage by 60%, and improved user retention.
AI & NLP Intern
ÜNLÜ & Co
Istanbul, Turkey · Hybrid
Jan - Feb 2025
Developed RAG-based system, integrated local LLM inference (Ollama / Phi-4), preserving on-prem data privacy. Applied NLP, IR, and transformer models to deliver a secure, scalable system with full regulatory compliance.
SQL Development Intern
FLO Group
Istanbul, Turkey · Remote
Jul - Aug 2024
Accelerated data analysis through advanced SQL techniques and query optimization, reduced query times by ~30% across databases.
Full Stack Development Intern
Satel Informatics
Antalya, Turkey · Remote
Jul - Aug 2023
Built real-time tourism news platform aggregating X (Twitter) for Antalya, Istanbul, Izmir, enabling timely coverage. Implemented RESTful APIs and SQL pipelines for dynamic data ingestion, owning end-to-end backend–frontend integration.
Community Experience
McKinsey Forward Alumni
McKinsey & Company
New York, United States · Remote
2025
Aspire Leaders Program Scholar
Aspire Institute
Massachusetts, United States · Remote
2024
Google Developer Student Clubs Co-Lead
Dogus University
Istanbul, Turkey · On-Site
2025
Google Professional Project Management Course
Istanbul, Turkey · Remote
2024
Yetkin Gencler Program Graduate
Yetkin Gencler
Istanbul, Turkey · Remote
2022
IEEE Computer Society Core Team Member
Dogus University
Istanbul, Turkey · On-Site
2021-2023
Skills
Machine Learning & AI
Computer Vision & NLP
Programming & Tools
Data & Visualization
Why Me?
I Ship, Not Just Code
No half-baked notebooks. My projects go from Jupyter to deployment — because shipping matters more than perfect accuracy.
I Speak Human
Stakeholder asks "why this model?" — I answer in plain English, not equations. Clear communication = faster decisions.
I Learn Fast, Break Less
New framework? New stack? I dive in, document everything, and don't need hand-holding after week one.
Remote-Native
Git, Slack, async updates, proper documentation — I know the remote playbook. No learning curve on collaboration tools.
Less talk, more deploy. I turn ML ideas into working systems.