The Lab
Early experiments, CLI tools, and projects that shaped the path.
Streamlit Project Template
A streamlit project template for cleaner code and cost-efficient maintainable apps.
AdGen — Generative Advertising
Custom ad generator using Stable Diffusion. Streamlit UI + FastAPI backend.
RecommendMe
Generative movie recommendation app based on your favorites. GPT-3.5 + Streamlit.
IMDB Sentiment Analysis
Binary sentiment classification on 50K movie reviews. EDA + TF-IDF, ~90% accuracy.
Ops-SpamDetector
Spam detection microservice — learning k8s with ModelAPI + WebAPI, kind cluster deployment.
Forecast Bus Demand
Forecasting bus demand in Banana Republic municipalities. Time series + notebooks.
Ames House Prices
Advanced regression on Ames Housing dataset. Kaggle submission.
Autonomous Car
Teknofest Robotaxi — full-scale autonomous vehicle. Python, OpenCV, Darknet.
Neural Networks From Scratch
Implementing neural networks from scratch — learning the fundamentals.
CU-BIS
CLI to access Cukurova University Student Information System (CUBIS/OBS).
Spotify CLI
Command-line interface for Spotify. Control playback from the terminal.
CEVD-OT Weed Detection
YOLO-based weed detection. Multi-image and real-time webcam inference.
Fako
Fake data generator or similar utility.
Content-Based Filtering
Simple content-based movie recommender by content similarity.
Deep Learning Exercises
Exercises while learning DL — ML/neurons, CNNs, RNNs, NLP, GANs, transfer learning.
Eyes
OpenCV module for batch image operations — easier, flexible multi-image processing.
Bank Queue Simulation
Queue simulation for banks & office boxes. C++ with OOP design.
Fenestration CLI
Database for windows and building components. SQL + CLI interface.
DS Projects
Data structures class projects — array subsets, palindromes, binary trees, etc.