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Repository: bkocis
Description: Personal repository showcasing various projects and contributions
Community: 0 stars • 0 forks
Recent Activity: 1 commit from 1 contributor
Latest Changes: • Weekly repository summary update - 2025-09-29 (September 29, 2025)
Currently working on
Paper Piper (2025) 
Scientific paper management tool built with FastAPI. Features PDF parsing, citation analysis, and collaborative research workflows.
Video Transcript Analyser (2025) 
Streamlit web app for YouTube video analysis. Extract transcripts, perform sentiment analysis, and generate summaries.
Ollama Coding Assistant (2024-2025) 
Privacy-focused local coding assistant using Ollama and LLaMA models. CLI tool for code generation and debugging support.
MCP Servers (2024-2025) 
Collection of Model Context Protocol servers for LLM tool integration. Enables seamless communication between language models and external tools.
Serve Yourself Your Music (2025) 
Web-based music streaming platform with YouTube and SoundCloud integration. Features CI/CD deployment and containerized architecture.
System Monitor CLI App (2025) 
Command-line system monitoring tool built with Python. Real-time system metrics collection with proper packaging and testing.
RAG application for interactive learning from technical PDF books. React frontend with FastAPI backend, featuring Q&A, quizzes, and progress tracking.
Chat with Documents and Images (2024-2025) 
Multimodal RAG system for document and image understanding. Uses Ollama, LLaVA, and Qdrant for local AI-powered chat with visual content.
Function Calling with Ollama (2024) 
Structured function calling with Ollama LLMs. Examples of tool orchestration, JSON schema validation, and LLM-driven automation.
Real-time surveillance system using multimodal LLMs for intelligent image analysis. LLaVA-powered scene understanding and threat detection.
Advanced Python Concepts (2017-2025) 
Educational repository covering advanced Python concepts. Interactive Jupyter notebooks with OOP, decorators, multiprocessing, and design patterns.
AlgoRun - Crystallography Automation (2018-2025) 
Automated crystallographic data analysis tool. Interfaces with FullProf software for powder diffraction analysis and batch processing.
Other projects and coursework
- AWS Recognition Object Detection
- Cloud-based computer vision
- Kubernetes & Docker
- Flask App on AWS EKS
- Docker containerization with Kubernetes deployment
- Kubernetes Cluster Deployment
- Flask application orchestration
- Flask App on AWS EKS
- ML Microservice Operationalization
- Infrastructure as Code
- AWS automation
Linux Configuration
- Linux Command Collection
- Curated list of useful commands
- Dotfiles
- Personal configuration files
- Vim Configuration
- Shell Configuration - Bash & Zsh