Local LLM-Powered Development Agent Tools
Exploring the architecture and practical use cases of building autonomous development agents that run entirely on local hardware.
- Python
- LLM
- Local Inference
- Automation
Projects
Case studies showcasing real-world engineering challenges and solutions.
Automated Subtitle Generation Platform
An end-to-end pipeline for generating, formatting, and refining subtitles from video/audio files using OpenAI's Whisper model.
- Python
- Whisper
- Cloud Storage
- Web UI
Automated Translation Quality Assurance
A machine learning-driven approach to evaluating the quality of machine-translated text using automated metrics and LLM-based evaluation.
- Python
- LLM
- Machine Learning
- API
AI Translation Management System
An end-to-end, AI-powered platform for managing large-scale translation workflows.
- Python
- FastAPI
- LLM
- Cloud Run
Translation Memory Engine
A high-performance translation memory system utilizing vector search for semantic retrieval of previously translated segments.
- Python
- PostgreSQL
- Vector Search
- REST API
Cloud-Native API Development Methodology
A comprehensive approach to designing, building, and deploying scalable REST APIs using modern containerization and CI/CD practices.
- FastAPI
- Docker
- Cloud Run
- CI/CD