Edgi Axel Limandibrata
Web Developer | AI/ML Enthusiast | Creative Technology
Professional Summary
Software Engineering student at STMIK LIKMI with experience developing full-stack web applications, APIs, and databases. Actively exploring artificial intelligence through local LLM integrations, vision inference, and reinforcement learning research. Complementary background in digital media production and creative technology.
Education
Bachelor of Informatics / Software Engineering — GPA: 3.94 / 4.00
- Concentration: Mobile Apps and Software Engineering
- Current standing: Seventh semester
- Undergraduate Thesis (In Progress): Comparative study of DQN, PPO, and A2C reinforcement learning algorithms in a custom turn-based card game environment.
Selected Technical Projects
Privacy-first PC hardware compatibility assistant with local vision AI.
Stack: React, TypeScript, Tailwind CSS, FastAPI, Ollama, Gemma 3 4B, Render
AI-assisted study companion turning lecture slides and audio into grounded notes.
Stack: React 19, TypeScript, Vite, Tiptap, FastAPI, MongoDB Atlas, Ollama, Gemma 3 4B
Formula 1 briefing dashboard and development tracker with source verification.
Stack: Python 3.13, FastAPI, PostgreSQL, Neon, React, Vite, Ollama, Gemma 3 4B
Local-first audio player, reactive spectral visualizer, and AI crate curator.
Stack: Web Audio API, TypeScript, React, Tailwind CSS, FastAPI, Ollama, Gemma 3 4B
Comparative benchmark of DQN, PPO, and A2C in a custom turn-based card game.
Stack: Python, PyTorch, NumPy, Reinforcement Learning, Gymnasium
Experience
Pos Indonesia, Bandung Branch — Bandung, West Java, Indonesia
- Assisted account management operations through daily transaction data retrieval, document preparation, and spreadsheet organization.
- Maintained and organized transaction records and supporting documentation using Excel and Google Sheets.
- Developed a Python script to clean and transform CSV data, reducing repetitive manual data preparation and improving the efficiency of spreadsheet workflows.
- Supported administrative and operational activities across documentation and customer accounts.
9to5 — Bandung, Indonesia
- Taught elementary school students fundamental mathematical concepts and problem-solving techniques.
- Prepared learning exercises, practice tests, and structured homework materials.
- Supported students through individual learning sessions tailored to specific progress goals.
Nakama Board Game Café — Bandung, Indonesia
- Introduced and explained board game mechanics and rules to customers.
- Facilitated gameplay sessions and answered real-time strategic and rule questions.
- Assisted customer service and coordinated front-of-house operations.
Technical Competencies
Leadership & Activities
President — Computer and Electronic Student Club, STMIK LIKMI
- Led student club initiatives, coordinated technical learning sessions, and supervised organizational planning and member activities.