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Aashleshaj/README.md

Hello there, I'm Aashlesha Jadhav 👋

Software Engineer | QA Automation and Data specialist | Problem Solver

I am a Software Engineer based in London, UK, with over 5.5 years of experience. I specialize in building scalable automation frameworks, optimizing complex workflows, and eliminating manual effort through code. Currently, I am expanding my expertise in cloud deployment (AWS), containerization, modern data-driven applications AI-driven Testing.

🚀 What I Do

  • 💻 Automation & Testing: Designing end-to-end UI and API automation frameworks to streamline testing and business processes.
  • 📊 Data Processing: Engineering data reconciliation pipelines (replacing manual audits) for financial applications using Python, Pandas and NumPy.
  • ☁️ Cloud & DevOps: Containerizing applications and setting up automated CI/CD deployment pipelines.
  • 🤖 GenAI & Tooling: Exploring local LLMs, building interactive dashboards and automating workflows.

🛠️ Tech Stack & Tools

Languages & Frameworks Python Robot Framework Selenium Playwright Pytest Pandas NumPy Streamlit Power BI

Cloud & DevOps AWS Docker Git Jira qTest

Systems & Concepts Odoo Agile CI/CD

Testing & Visualization JMeter

🔭 Featured Projects

  • 🤖 Autonomous Text-to-SQL Multi-Agent System: Engineered a private, multi-agent system where LLMs autonomously navigate schemas and execute queries using Model Context Protocol (MCP) tool-use principles. Implemented RAGAS and DeepEval to measure execution latency and SQL generation accuracy.
  • 🚆 London Transport Reliability Analytics: Engineered a robust Python pipeline leveraging Pandas and NumPy to clean, process and analyze high-volume transport disruption and economic datasets, visualized through comprehensive dashboards. Integrated with text to SQL repository as well to ask real time questions to London transport DB.
  • 🌍 AQI Tracker: An interactive global air quality dashboard built with Python and Streamlit. Containerized with Docker and deployed on AWS ECS (Fargate) utilizing a fully automated CI/CD pipeline.
  • 🗣️ Gamma Translator: An offline, context-aware language translation application leveraging Streamlit and local LLMs via Ollama.
  • 🛒 E2E Web Automation: A robust UI testing framework for the SauceDemo website, structured using Playwright and the Page Object Model (POM) design pattern for high maintainability.

📈 GitHub Stats

Top Languages

📫 Let's Connect!

⚡ Fun Fact: I'm currently expanding my knowledge in AI and love solving tricky data validation puzzles!

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  1. AQI-Tracker AQI-Tracker Public

    AQI Tracker is a Streamlit-based web application that allows users to track the Air Quality Index (AQI) of cities around the world in real time. It fetches data from the World Air Quality Index (WA…

    JavaScript

  2. London_Transport_Reliability_and_Economic_Impact London_Transport_Reliability_and_Economic_Impact Public

    This project collects TfL service status data across all modes (Tube, Overground, DLR, Elizabeth line), classifies disruptions by root cause, merges them with borough-level economic data, and surfa…

    Python

  3. Playwright_sauce_automation Playwright_sauce_automation Public

    Built a Playwright + Pytest automation framework using the Page Object Model. Integrated Playwright MCP to orchestrate autonomous testing agents, including Planner, Generator, and Healer roles. Des…

    HTML

  4. text-to-sql-agent-eval text-to-sql-agent-eval Public

    Text-to-SQL AI Agent that translates natural language questions into executable database queries. Beyond just building the agent, I engineered a complete testing infrastructure that generates synth…

    Python