PROGRAMMING LANGUAGE Python 15 years specializing in data engineering, automation, integration, pipelines, and analytics. Bash Script Experience in writing and managing Bash scripts for automation and system tasks. CLOUD & INFRASTRUCTURE Mongo Atlas Experience with MongoDB's cloud-based NoSQL database service. Supabase Expertise in using Supabase for SQL database management and backend services. AWS Services Proficient in various AWS services including EC2, S3, Lambda, and RDS. MACHINE LEARNING & IMAGE CLASSIFIER & AI TensorFlow/Keras Experience in building and training image classifiers using TensorFlow and Keras. Scikit-Learn GPT/Openai Integration Transformers SEARCH & INFORMATION RETRIEVAL Vector Search Skilled in implementing semantic search using vector embeddings. Free Text Search Experience with implementing lexical search and information retrieval techniques. RAG Pipeline Expertise in using Retriever-Augmented Generation for enhanced search and information retrieval. CONTAINER ORCHESTRATION & DEPLOYMENT Docker Skilled in containerization with Docker for application deployment and management. Kubernetes Extensive experience in container orchestration with Kubernetes. Rancher Proficient in managing Kubernetes clusters using Rancher. Lens DEVELOPMENT ENVIRONMENT (Preferences) Linux (Ubuntu) 6 years of experience using Ubuntu for development and server management. Windows + WSL2 Comfortable with a hybrid development setup using Windows and WSL2 for Ubuntu terminal access. VSCode Preferred development environment using Visual Studio Code for coding and debugging. WEB DEVELOPMENT Flask Experience in developing lightweight web applications using Flask. Django Skilled in building robust and scalable web applications with Django. Front-End Technologies Proficient in HTML, CSS, and JavaScript for designing user interfaces and experiences. DATA ANALYSIS AND VISUALIZATION NumPy Extensive experience with NumPy for numerical computing and data manipulation. Pandas Proficient in using Pandas for data analysis and manipulation. Matplotlib Experienced in creating static, animated, and interactive visualizations with Matplotlib. Seaborn Skilled in statistical data visualization using Seaborn. Plotly Expertise in creating interactive visualizations with Plotly. Jupyter Notebook DATABASES (SQL & NOSQL) MySQL Proficient in using MySQL for relational database management and queries. PostgreSQL Experienced in designing and managing databases with PostgreSQL. MongoDB Skilled in working with MongoDB for flexible and scalable NoSQL solutions. Elastic Search WEB SCRAPING Scrapy Proficient in using Scrapy for extracting data from websites. BeautifulSoup Experience with BeautifulSoup for parsing HTML and XML documents. Selenium Skilled in using Selenium for automating web browser interactions. Request Experienced in making HTTP requests and handling responses. VERSION CONTROL Git Experienced with Git for version control and collaborative development. CI/CD Experienced in Continuous Integration and Continuous Deployment (CI/CD) practices. GitHub GitLab PROJECT MANAGEMENT SOFTWARE Jira Jira is a powerful project management tool developed by Atlassian. Redmine Redmine is an open-source project management and issue tracking tool.