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Ayushhpatel04/README.md

Ayush Patel

Data Analyst | Business Intelligence Analyst | M.S. in Applied Computer Science

Portfolio LinkedIn GitHub Email


๐ŸŽฏ Professional Summary

I am a Master of Applied Computer Science graduate from Concordia University specializing in Data Analytics and Artificial Intelligence. I specialize in building end-to-end data solutionsโ€”from optimizing complex SQL queries to training Deep Learning models and crafting interactive Power BI dashboards.

I bring over 2.5 years of technical experience across data analyst internships and academic leadership roles, combining high-level engineering with a passion for data-driven storytelling.


๐Ÿ› ๏ธ Technical Skills & Technologies

๐Ÿ’ป Programming Languages

Python SQL Java C JavaScript

๐Ÿ“Š Data Analysis & Visualization

Pandas NumPy Power BI Tableau Seaborn Matplotlib

๐Ÿค– AI, Machine Learning & Computer Vision

PyTorch TensorFlow Scikit-Learn OpenCV

๐ŸŒ Web & Mobile Development

Node.js Express.js NestJS React Native HTML5 CSS3 Bootstrap

โ˜๏ธ Databases, DevOps & Tools

PostgreSQL MySQL MongoDB Azure AWS Docker Git


๐Ÿš€ Featured Projects

Engineered a modular multi-agent system (General, AI, Admissions) using dynamic routing and Reinforcement Learning.

  • Key Tech: Python, LangChain, Ollama (Mistral), FastAPI, FAISS, Wikipedia API
  • Innovation: Implemented a Q-learning algorithm to optimize LLM parameters in real-time. Features a self-correcting feedback loop and FAISS for semantic retrieval.

Developed a Deep Learning model to classify emotional states with high precision.

  • Key Tech: TensorFlow, CNN, OpenCV, Python, Matplotlib
  • Innovation: Augmented the FER2013 dataset with 1,500+ custom-scraped images. Applied HAAR Classifiers and Unsharp Masking for preprocessing, achieving 70% accuracy.

Developed a suite of 3 dashboards tracking loan portfolio performance for a major financial institution.

  • Key Tech: SQL, Power BI, DAX, Excel, Data Modeling
  • Impact: Engineered complex SQL queries and DAX measures for real-time KPI monitoring. Achieved visibility into 'Good' vs 'Bad' loan segmentation by DTI ratios and trend forecasting.

Built a 10,000+ LOC game engine utilizing MVC pattern and SOLID principles for modularity.

  • Key Tech: Java, JUnit 5, Maven, Java Swing, Design Patterns (Strategy, Observer, Builder)
  • Innovation: Engineered 4 distinct AI player modes using the Strategy Pattern. Integrated custom Map Editor and Java Serialization for robust state management.

๐Ÿ’ผ Professional Experience

๐ŸŽ“ Teaching Assistant | Concordia University

Montreal, Canada | 2024 โ€“ 2025

  • Mentored 100+ undergraduate students in Database Management Systems (COMP 353) and Data Structures & Algorithms.
  • Facilitated technical labs focused on SQL optimization, relational algebra, and complex algorithm analysis.

๐Ÿ“Š Data Analyst Intern | Vinrox Technologies

India | 2022 โ€“ 2023

  • Streamlined data collection processes and developed automated reporting dashboards using Power BI and Excel.
  • Performed exploratory data analysis (EDA) to identify manufacturing bottlenecks, improving operational efficiency by 15%.

๐Ÿ’ป Data Analyst Intern | BarodaWeb

India | 2021 โ€“ 2022

  • Assisted in managing relational databases and performing data validation for client-facing web applications.
  • Leveraged SQL and Python to clean and transform raw data into actionable business reports.

๐ŸŽ“ Education

  • M.S. in Applied Computer Science | Concordia University, Montreal ๐Ÿ‡จ๐Ÿ‡ฆ
  • Bachelor's in Computer Science | Gujarat Technological University ๐Ÿ‡ฎ๐Ÿ‡ณ

โšก Fun Fact

When Iโ€™m not training AI models, Iโ€™m in the kitchen! I currently work as a Part-time Chef in Montreal. I find that the precision required for a perfect recipe is exactly like the logic needed for clean code. ๐Ÿ‘จโ€๐Ÿณ๐Ÿฅ˜


"Sourcing raw data is like selecting fresh ingredients; cleaning it is the prep work; but the true art is in the cookingโ€”turning that raw complexity into a dish of actionable insights."

Profile Views

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  1. Facial-Expression-Recognition Facial-Expression-Recognition Public

    Forked from vijendraahirwal/AppliedAI

    Python

  2. OSMDashboard-Winter-2024-SOEN-6431 OSMDashboard-Winter-2024-SOEN-6431 Public

    Forked from rilling/OSMDashboard-Winter-2024-SOEN-6431

    OpenStreetMaps Dashboard for OpenTracks

    Java

  3. Warzone-Game-APP-U12 Warzone-Game-APP-U12 Public

    Forked from jenish-1990/Warzone-Game-APP-U12

    Java

  4. Adaptive-MultiAgent-Chatbot-System Adaptive-MultiAgent-Chatbot-System Public

    Python

  5. TD-Bank-Loan-Data-Analysis TD-Bank-Loan-Data-Analysis Public

    Finance Domain | Bank Loan Analysis. This repository contains a comprehensive bank loan report tailored for tracking lending activities, assessing loan performance, and making data-driven decisionsโ€ฆ