Skip to content
View karsterr's full-sized avatar

Highlights

  • Pro

Block or report karsterr

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
karsterr/README.md

👋 Hi, I'm Efe Can Kara

Typing SVG

"The best way to predict the future is to invent it."

— Alan Kay


🚀 About Me

I am an Information Systems & Technologies Professional (B.Sc. candidate, graduating soon) specializing in building efficient, scalable, and data-driven systems. My expertise sits at the intersection of Advanced Data Analytics and High-Performance System Architecture.

Currently, I am working as an IT Intern at Arch of Sigma, where I bridge the gap between engineering and design by integrating multidisciplinary tools (Python, AutoCAD, Blender, Photoshop, Excel) to streamline technical workflows and optimize operations.

I approach engineering problems from two distinct perspectives:

🔬 As a Data Specialist — Extracting actionable insights from complex datasets using MATLAB and Python (ML, NLP, Pandas).

⚙️ As a System Architect & Poweruser — Architecting and optimizing infrastructure with Linux (Arch/Debian environments), Bash, Docker, and C++ to ensure maximum performance. I am deeply passionate about open-source technologies and hardware/software integration.


🛠️ Tech Stack & Expertise

Data Science & Analytics

📊 MATLAB          ████████████████░  95%
🐍 Python          ███████████████░░  90%
📈 Pandas/NumPy    ██████████████░░░  85%
📉 Statistical     ███████████████░░  88%
📗 Excel (Advanced)██████████████░░░  85%

Systems & IT Operations

🐧 Linux (Advanced)████████████████░  95%
🔧 Bash Scripting  ████████████████░  92%
🐳 Docker          ██████████████░░░  85%
⚡ C/C++           ███████████████░░  90%
🖥️ Raspberry Pi    ███████████░░░░░  70%

📐 Multidisciplinary & Design Tools

AutoCAD • Blender • Adobe Photoshop

🎯 Featured Projects

🧠 AI & Machine Learning
  • FisheryAI — Edge-AI LSTM system for fisheries time-series analysis with NLP report generation.
  • MATLAB Emotion Analysis — Comparative study: hand-coded vs. app-generated emotion classification models.
  • VectorWise — High-performance ANN search engine using FAISS/Annoy for vector similarity.
🔬 Data Analysis & Geospatial
  • GPR Analysis Tool — Ground Penetrating Radar data processing & porosity model validation toolkit.
🔐 Security & Infrastructure
  • LLM Security Proxy — RAG system firewall for prompt injection & PII leak detection (In Development).
  • Technical Lessons — Curated resources on algorithms, AI, cybersecurity & system architecture.

🌱 Currently Exploring

  • Automating design and rendering pipelines (Python + CAD/3D Tools)
  • Advanced Docker orchestration & System Optimization
  • Real-time data processing and embedded systems

💬 Let's Connect

I'm always open to collaborating on projects where I can apply my analytical skills and multidisciplinary background to solve real-world problems.

Email LinkedIn GitHub



Open Source EnthusiastLinux PoweruserMultidisciplinary IT Specialist

Architecting data-driven solutions, from the kernel to the canvas 💻

Pinned Loading

  1. MATLAB-Code-vs-App-Emotion_Analysis MATLAB-Code-vs-App-Emotion_Analysis Public

    A comprehensive comparison between manually coded MATLAB models and models generated using MATLAB's Classification Learner app for emotion analysis.

    MATLAB

  2. envytui envytui Public

    TUI session manager for NVIDIA Optimus laptops on Linux

    Shell

  3. FisheryAI FisheryAI Public

    Edge-AI powered Data-to-Text system that analyzes global fishery trends (Capture, Aquaculture, Stocks) and generates automated status reports offline using LSTM & TensorFlow Lite.

    Python