Shail K Patel

I help innovators solve real-world problems using Machine Learning. Let's collaborate and build something impactful.

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My Projects

Innovative solutions powered by Machine Learning

PredictGrad

Jul 2025
  • Built a full ML pipeline to predict Semester 3 marks and detect academic risk
  • Regression: Voting Regressor (Ridge + Lasso + ElasticNet)
  • Classification: Stacking (CatBoost, LGBM, ExtraTrees)
  • Deployed as interactive Streamlit app with XAI explanations
Python Scikit-learn SHAP Streamlit
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Beyond The Marks

Mar 2025
  • ML pipeline with explainable AI to analyze student performance
  • Detects grading bias and assesses influence of sensitive attributes
  • Quantified teacher effectiveness with performance indicators
  • Statistical analysis of attendance, grades, and student features
Python SHAP Pandas Matplotlib
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Attend2Achieve

Mar 2025
  • Analyzed subject attendance and marks correlations
  • Performance pattern explanation with statistical measures
  • Data visualization with plots and heatmaps
  • Academic insights dashboard with improvement suggestions
Python Pandas Seaborn Streamlit
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The Profit Oracle

Feb 2025
  • Financial analysis and revenue forecasting tool
  • Automated insights on returns and customer behavior
  • Location-based analysis with ML algorithms
  • Cost vs price comparison and profit analysis
Python Scikit-learn Streamlit NumPy
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Work Experience

Professional journey and achievements

GetMySpace

Machine Learning Engineer

Jan 2025 – Jun 2025

GetMySpace is a parking management solutions startup using AI and automation to streamline vehicle and space tracking.


  • Developed GetMySpace's first AI-powered prototype for real-time parking management, integrating computer vision and machine learning to automate vehicle and slot detection
  • Built and deployed models using Python and PyTorch, reducing end-to-end processing time to ~4 seconds and achieving real-time update latency of ~0.7 seconds
  • Designed and implemented backend logic and MongoDB-based systems to handle prediction outputs, user logs, and dynamic updates, ensuring scalable and efficient performance
Technologies Used
Python PyTorch Computer Vision Machine Learning MongoDB Backend Development

Skills & Expertise

Technologies I work with

Education

Academic journey and learning path

Bachelor of Engineering in AI & ML

2023 - 2027

Java Software Engineering Mathematics-1 Physics IoT Computer Hardware
Advanced Java PostgreSQL MySQL Mathematics-2 Data Structures Electronics
Web Development Python Probability & Statistics
Theory of Computation Computer Organization Discrete Mathematics MERN Stack Supervised ML Advanced Python

Let's Work Together


I'd love to hear about your project and how I can help with ML solutions.

I'm always excited to work on innovative projects that make a real impact. Whether you need ML solutions, data analysis, or want to explore AI possibilities, let's connect and create something amazing together.

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