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EfeKaralar/README.md

Hi, I'm Alp Efe Karalar 👋

Software Engineer · AI/ML Systems · Full-Stack · Systems Programming

Penn State Computer Engineering '24 — currently building ML platforms and data pipelines.

I love learning about ML, LLMs, Data Science, and Computer Architecture.

Website LinkedIn Resume Blog


🔭 What I'm working on

  • DementiAnalytics — end-to-end ML platform for dementia diagnosis (React/Expo, Flask, 5-stage audio biomarker pipeline, HIPAA-compliant)
  • Penn State Research — linking >10,000 firms across 1B+ job postings via entity resolution & fuzzy matching in Python

🛠 Skills

Languages: Python · C/C++ · TypeScript · JavaScript · Java · SQL · Bash

AI/ML & data: PyTorch · RAG · vector search · Qdrant · entity resolution · LLM APIs · embeddings

Infrastructure: Docker · AWS · PostgreSQL · Linux (Arch/Ubuntu/Debian) · Nginx · CI/CD · n8n · Spring Boot

Concepts: TCP/IP networking · REST APIs · neural networks · embedded systems · HIPAA-compliant systems


📫 Reach me

karalar.alpefe@gmail.com · alpkaralar.com

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