AMAN DAYAL

Built a Computer Native software for bill generation and long term storage using Tkinter GUI, sqlite3. Chatbot development to answer application questions for a user trained on NN model using sequential layers. Created automation scripts for repetitive tasks with Playwright and Selenium, reducing manual effort by 70%. Built and deployed responsive portfolio website using React and GitHub Pages, achieving 95% mobile optimization score. Implemented ML classification models achieving 85%+ accuracy for diabetes prediction, transport analysis, clothing article classification and so on. Automated data scraping solutions with advanced error handling, improving data accuracy and reducing analysis process time by 90%.

Built an integrated cloud monitoring platform that consolidated AWS, Azure, and GCP resources, saving 15 hours per week in management time. Designed REST APIs with Flask and FastAPI that handled 1M+ monthly requests with 99.9% availability. Constructed automated testing suites with Pytest, maintaining more than 95% code coverage. Led technical evaluation and selection of enterprise BI tools, analyzing capabilities of Power BI, Tableau, and QuickSight, resulting in 30% cost optimization for client's reporting infrastructure.

Distributed AI-powered chat bots using GPT-4 and AWS LEX, processing 10,000+ XML entries. Developed and deployed containerized full-stack applications utilizing Python, React, and JavaScript. Generated proof-of-concept BI dashboard system using AWS QuickSight and Power BI that demonstrated significant cost savings, leading to successful acquisition of 11-person development team by client. Achieved top 35% ranking in Kaggle competitions (NESP and BCD from RSNA). Completed Snowflake certification and hands-on labs, implementing proof-of-concept solutions.