Shimon Ifrach

Shimon Ifrach

Computer Science Student @ HUJI | Seeking Software Engineering or MLOps Student Positions

About Me

I am a Computer Science student at The Hebrew University (class of 2027) with a builder’s mindset. I specialize in architecting E2E systems and managing ML inference pipelines.

Currently seeking a student position in Software Engineering or MLOps, I combine strong theoretical foundations in Algorithms and Deep Learning with practical experience in Docker, ASP.NET, and PyTorch.

CV (MLOps Focus) CV (Software Engineering)

Featured Projects

AI & Infrastructure

MoodCast

A production-grade movie recommendation platform. Developed an Inference Pipeline integrating Gemini API for NLP mood analysis with TMDB API. Managed via IIS and Neon PostgreSQL with custom assembly bindings.

Visit Website Download APK GitHub Repo
E2E & Docker

Snake App - Full Stack Dockerized

A complete 3-tier distributed system. Features a vanilla JS frontend and a Node.js Express backend, fully containerized using Docker for environment parity. Implements a global leaderboard integrated with Neon PostgreSQL cloud database.

Play Game Download APK Backend Frontend
Deep Learning

GPT-2 Transformer

Architected a character-level generative model from scratch using PyTorch and NumPy. Implemented Causal Self-Attention and optimized inference logic to achieve computational efficiency.

View Research Code

Technical Stack & Expertise

AI, Data & MLOps
  • PyTorch (Deep Learning)
  • NumPy, Matplotlib, tqdm
  • ML & Inference Pipelines
  • Docker (Containerization & Deployment)
  • Generative AI (LLMs / Gemini)
  • Machine Learning (IML / IDL)
Programming & Backend Systems
  • Python
  • C# (ASP.NET Framework)
  • Java
  • C, C++, Assembly
  • Node.js (Express.js)
  • PostgreSQL, SQL Server
Web, Mobile & Tools
  • Flutter & Dart
  • JavaScript, HTML/CSS
  • OAuth 2.0, Stripe API, REST APIs
  • Cloud Hosting (Render, Neon, Somee)
  • Git, VS Code, Visual Studio
Fundamentals & Academic Skills
  • Data Structures & Algorithms
  • OOP & System Design
  • Computer Architecture
  • Automata & Formal Languages
  • CS Educator (IASA High School)
GitHub LinkedIn