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Shreyaa322/README.md

Hi, I'm Shreya Patil 👋

Data Analytics & Machine Learning | B.Tech Robotics & AI @ COEP | Pune, India


👩‍💻 About Me

I'm a third-year undergraduate specialising in Robotics & Artificial Intelligence with a Minor in Finance at COEP Technological University. My work sits at the intersection of data engineering, machine learning, and business intelligence. I enjoy turning messy, real-world datasets into decisions that actually matter.

  • Currently working on: Biped Locomotion Optimization using Reinforcement Learning
  • Vehicle Dynamics Engineer & Business Plan Lead : Formula Student Germany 2025 (represented India)
  • Actively seeking: Data Analyst / Data Scientist / BI Analyst internships
  • Languages: English · French · German · Hindi · Marathi

🛠️ Tech Stack

Languages & Tools

PythonSQLMATLABPower BITableauExcel

Libraries & Frameworks

PandasNumPyScikit-learnTensorFlowPyTorchOpenCV


📂 Featured Projects

ProjectDescriptionTools
Driver Drowsiness DetectionEnd-to-end data pipeline + MobileNet CNN for real-time eye-state classificationPython, OpenCV, TensorFlow
Formula Student Steering SystemMultivariate analysis & telemetry dashboards for steering geometry optimizationPython, MATLAB, Power BI
Optimizers in Deep LearningGrid search comparison of 5 DL optimizers on Mushroom binary classificationPython, TensorFlow
A* Search — 15-Puzzle SolverOptimal puzzle solver using A* with misplaced tiles heuristicPython, NumPy

📜 Certifications

  • Google Advanced Data Analytics Professional Certificate
  • Harnessing the Power of Data with Microsoft Power BI
  • Data for Analysis with Microsoft Excel
  • Core MATLAB Skills

📬 Connect with Me

LinkedInGitHubEmail

Pinned Loading

  1. Driver-Drowsiness-DetectionDriver-Drowsiness-DetectionPublic

    Real-time driver drowsiness detection using MobileNetV2 & MediaPipe

    Python 1

  2. Formula-Student-Steering-SystemFormula-Student-Steering-SystemPublic

    Data-driven steering system design & optimization for Formula Student EV using - MATLAB, Python, MSC ADAMS

  3. Optimizers-in-Deep-LearningOptimizers-in-Deep-LearningPublic

    Grid search comparison of 5 deep learning optimizers (SGD, Momentum, NAG, RMSProp, Adam) on Mushroom binary classification dataset

    Python

  4. A-star-SearchA-star-SearchPublic

    A* search algorithm implementation to solve the 15-puzzle problem using misplaced tiles heuristic — Python

    Python

  5. DFS-solver-15-puzzle-problem-DFS-solver-15-puzzle-problem-Public

    Depth-First Search (DFS) solver for the 15-puzzle problem with depth limiting and OOP design -- Python

    Python

  6. Indian-startup-funding-ecosystem-analysisIndian-startup-funding-ecosystem-analysisPublic

    Jupyter Notebook