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pateldhruvil5467-ctrl/README.md

Typing SVG

👋 Hi, I'm Dhruvil Patel

📍 Berlin, Germany  ·  🎓 MSc Software Engineering Student  ·  💼 Seeking: Werkstudent - IT Support / Software Development

Motivated MSc Software Engineering student with hands-on experience in software development, application support, debugging, and automation through academic and industry projects. Strong foundation in troubleshooting, user support, and backend logic — actively looking for a Werkstudent role in Germany to contribute to system stability and team productivity while continuing my studies.

🧠 Technical Skills

Languages: Java Python JavaScript TypeScript C++ PHP Kotlin

Frameworks: React Next.js Node.js Express Tailwind CSS

Databases: MySQL PostgreSQL MongoDB SQLite

Data & ML: scikit-learn Pandas Jupyter

Tools & Platforms: Git GitHub Vercel Prisma VS Code Android Studio

Area Focus
IT Support & Systems Application troubleshooting and debugging, user support and issue resolution, software installation/configuration/updates, general OS & environment fundamentals
Backend, Automation & APIs REST API handling and testing, automation pipelines (Python, Selenium), rule-based/NLP resume–job matching logic

🌐 Portfolio

My full project portfolio with case studies, technical breakdowns, and live demos: dhruvil-portfolio-iota.vercel.app Built with React, Vite, and Tailwind CSS — see source.

🚀 Featured Projects

🎧 TechnoCloud — Live Demo

Full-stack music streaming platform (MERN) with JWT authentication, role-based access control (User/Artist), audio upload & streaming, an artist dashboard, and protected routes. React Node.js Express MongoDB JWT

💎 DadOfDiamonds

Full-stack luxury jewelry e-commerce platform with a customer storefront and a separate admin console for product management, built on Next.js with PostgreSQL via Prisma and NextAuth-based authentication. Next.js React TypeScript Prisma PostgreSQL NextAuth Zustand Tailwind CSS

🤖 AI Job Search & Shortlisting Agent

AI-powered automation agent that discovers job postings, parses resumes from PDF, and scores/shortlists roles using embedding-based semantic similarity — with human-in-the-loop (manual) login rather than credential automation. Python Selenium Sentence Transformers scikit-learn Pandas PDFPlumber

🛠️ Systems & Performance Engineering (C++)

Project Description Stack
ParallelFinancialAnalytics Sequential vs. parallel merge sort benchmarking (multicore programming coursework) applied to real Tesla historical stock data, with correctness validation and performance/speedup graphs C++17, std::thread, Python (Matplotlib)
parallel-sorting-system-cpp Sequential vs. multithreaded parallel merge sort implementation with execution-time, speedup, and efficiency benchmarking C++, std::thread, Python (visualization)

🔬 Applied ML & Research

Project Description Stack
Human-in-the-Loop-Flood-Risk-Prediction Random Forest flood-risk classifier evaluated across five research questions on how human-in-the-loop review affects AI prediction reliability, including feature importance via SHAP Python, scikit-learn, SHAP, Pandas
bias-variance-tradeoff Experimental study of model complexity, overfitting, and generalization using polynomial regression, cross-validation, and Ridge regularization Python, Jupyter, scikit-learn
n_queens_pattern_recognition Comparison of Backtracking, CSP with forward checking, Hill Climbing, and a Genetic Algorithm on the N-Queens problem, analyzed for execution time, scalability, and completeness Python, Jupyter

🔐 Security

Project Description Stack
multi-attack-password-analyzer Adaptive password-strength evaluation system combining heuristic entropy estimation (zxcvbn) with multiple time-bounded cracking strategies and optimized strategy selection Python

⭐ Repository links above point directly to source code, benchmarks, and (where available) live demos.

💼 Experience

Junior Mobile Application Developer — IT Codes, India Mar 2024 – Sep 2024

  • Supported development and maintenance of Android and web applications
  • Identified, analyzed, and resolved application-level bugs
  • Assisted in testing, debugging, and validating new features
  • Collaborated with senior developers to ensure stable releases
  • Handled client-reported issues and change requests

Software Developer Intern — Microtel Netlinks (Ltd.), India Aug 2023 – Jan 2024

  • Assisted in development, testing, and maintenance of applications
  • Used debugging tools to diagnose and fix technical issues
  • Supported Agile development workflows
  • Documented technical issues and solutions

📊 GitHub Analytics

🎯 Current Focus

  • Strengthening Java & Python foundations
  • IT Support + backend role preparation
  • Debugging, system stability, and clean code practices
  • Werkstudent interview preparation (Germany)

📫 Contact

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  1. ai-job-search-agent ai-job-search-agent Public

    An AI-powered job search agent that automates LinkedIn job discovery and intelligently shortlists roles based on semantic similarity with a candidate’s resume. Built using Python, Selenium, and NLP…

    Python 2

  2. Human-in-the-Loop-Flood-Risk-Prediction Human-in-the-Loop-Flood-Risk-Prediction Public

    Jupyter Notebook