Projects
These are not just tiles. Each project explains the context, the implementation choices, the measurements, and the parts that still need work.
A two-stage machine learning system for intermittent demand forecasting on daily product-level sales data.
Products
20k
History
3 yrs
Zero demand
85%
Metrics
WAPE / RMSSE
Veri hazırlama, görsel odometri ve görüntü eşleme görevlerini tek bir modüler bilgisayarlı görü sistemi altında birleştiren yapı.
Modularity
3 core tasks
Output consistency
Standard JSON responses
Optimized a large-scale ML feature engineering and inference pipeline by reducing unnecessary computation, memory bloat, and Python-level bottlenecks.
Runtime
40m -> 4m
Rows
3M
A full-stack portfolio platform with dynamic projects, notes, media uploads, admin tools, and secure self-hosted deployment. Active feature development continues.
Stack
Next.js + API
Content
Dynamic
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Whisper-Based Speech & NLP System
/projects/whisper-transcript-workflow.pngA self-hosted speech transcription and text processing system using Whisper and NLP models.
Languages
TR / EN
Pipeline
STT + NLP
A mobile application concept for children and parents using AI-powered storytelling, video, subtitles, and voice processing.
Roles
Parent / Child
Media
Video + Voice
A team-built web platform for the ITU VCAMP project team, combining a public website, content APIs, project pages, team profiles, blog posts, sponsors, and certificate verification workflows.
Team
4-5
Role
Full-stack