Thaarushi Herath

AI/ML Engineer

Quick Navigation

  1. Programming Languages
  2. Frameworks & Web Development
  3. Machine Learning & AI
  4. Cloud & Data Services
  5. Data Tools & Business Intelligence
  6. Development Tools & IDEs
  7. Specialized Domains

Programming Languages

  • Python - Primary language for backend, ML, and data processing
  • Java - Object-oriented programming and enterprise applications
  • JavaScript - Web development and interactive experiences

Frameworks & Web Development

Backend Frameworks

  • FastAPI - High-performance async web framework with automatic documentation
  • Flask - Lightweight Python web framework
  • Node.js - JavaScript runtime for server-side development

Frontend Frameworks

  • React.js - Component-based UI development and state management
  • Babylon.js - 3D graphics engine and interactive 3D experiences
  • HTML5 & CSS3 - Modern web standards and responsive design

Automation & Integration

  • n8n - Low-code workflow automation and system integration
  • ODOO - ERP and CRM system for business process automation
  • REST APIs - API design and development

Machine Learning & AI

Deep Learning Frameworks

  • TensorFlow - End-to-end ML platform for production models
  • Keras - High-level API for neural networks
  • PyTorch - Dynamic deep learning framework

Computer Vision

  • YOLO (You Only Look Once) - Real-time object detection and classification
  • OpenCV - Comprehensive computer vision library
  • PIL/Pillow - Image processing and manipulation

Machine Learning & NLP

  • Scikit-learn - Classical ML algorithms and preprocessing
  • Pandas - Data manipulation, analysis, and transformation
  • NumPy - Numerical computing and array operations
  • spaCy - Industrial-strength NLP processing
  • NLTK - Natural language processing toolkit
  • HuggingFace - Pre-trained transformer models and datasets

Specialized AI

  • LangChain - LLM orchestration, chaining, and memory management
  • Llama Index - Document indexing and retrieval for RAG systems
  • OpenAI API - ChatGPT and GPT model integration
  • ChromaDB - Vector database for semantic search and embeddings

Cloud & Data Services

Microsoft Azure

  • Azure OpenAI Service - LLM integration and API access
  • Azure Document Intelligence - Document analysis, OCR, and form recognition
  • Azure Cognitive Services - Vision, speech, and language services
  • Cloud monitoring and deployment

Database Technologies

  • MS SQL Server - Enterprise relational database
  • Oracle DB - Large-scale relational database management
  • MongoDB - NoSQL document database
  • Firebase - Real-time data synchronization and authentication
  • ChromaDB - Vector database for AI embeddings

Monitoring & Observability

  • Prometheus - Metrics collection and monitoring
  • Grafana - Data visualization and dashboard creation

Data Tools & Business Intelligence

  • Power BI - Business intelligence and interactive visualizations
  • SSMS (SQL Server Management Studio) - Database management and querying
  • SSIS (SQL Server Integration Services) - ETL and data workflow automation

Development Tools & IDEs

Code Editors & IDEs

  • VS Code - Lightweight, powerful code editor
  • PyCharm - Full-featured Python IDE
  • Jupyter Notebooks - Interactive data exploration and prototyping
  • Google Colab - Cloud-based Jupyter notebooks
  • Android Studio - Mobile app development
  • R Studio - Statistical computing and visualization

Version Control & Collaboration

  • Git - Distributed version control system
  • GitHub/GitLab - Repository hosting and collaboration

Other Tools

  • Docker - Containerization for consistent deployments
  • Load testing frameworks - Performance and reliability testing

Specialized Domains

Data & Analytics

  • Data Warehousing - Large-scale data storage and analysis
  • Statistical Analysis - Hypothesis testing and data interpretation
  • Data Augmentation & Synthesis - Generating synthetic training data

Advanced Development

  • RAG (Retrieval Augmented Generation) Pipeline Development - Combining document retrieval with LLMs
  • IoT Development - Internet of Things device integration and protocols
  • Game Development - Game mechanics, logic, and interactive experiences
  • Cloud Monitoring - Infrastructure monitoring and observability

This tech stack represents the comprehensive set of tools and technologies I’ve worked with across various projects spanning AI/ML, full-stack web development, cloud services, and enterprise solutions. I’m continuously expanding my expertise and exploring emerging technologies to solve complex real-world problems efficiently.