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Bhagyesh1207/README.md

πŸ‘‹ Hi, I'm Bhagyesh Patel!

πŸŽ“ Computer Science (Data Analytics) | Sheridan College | 2021 – 2025
🧠 AI/ML Developer | Data Analyst | AI Automation


πŸ’‘ About Me

I'm passionate about AI/ML, NLP, and Data Analytics, with experience in LLMs, prompt engineering, and cloud-native AI apps. I enjoy solving real-world problems using scalable data solutions and intelligent automation.


πŸ’Ό Work Experience

πŸ›  AI/ML Developer (Co-op)

Sheridan Centre for Applied AI & Naryant | Sep 2024 – Present

  • Developed an automated pipeline for extracting fleet KPIs using Meta Llama 3 LLM.
  • Improved KPI accuracy and coherence by 20% through advanced prompt engineering.
  • Applied BERTopic for topic modeling and created a client-specific taxonomy.
  • Built a custom fleet performance scorecard integrating NLP and ML techniques.

πŸ“Š Machine Learning Data Scientist (Co-op)

Sheridan Centre for Applied AI, Naryant & Osteoporosis Canada | May 2024 – Aug 2024

  • Analyzed a dataset of 30,000+ osteoporosis patients to extract key insights.
  • Improved model accuracy by 40% using voting ensemble techniques.
  • Boosted F1-score by 52.08% and recall by 26.6% via SMOTE and oversampling.
  • Delivered insights through stakeholder presentations and technical reports.

πŸ“ˆ Freelance Data Analyst

Junction Foods | Jul 2023 – Oct 2023

  • Analyzed sales and customer data to uncover trends and improve decision-making.
  • Built an interactive Power BI dashboard to visualize KPIs.
  • Provided actionable insights that led to a 15% increase in sales revenue.
  • Collaborated with stakeholders to refine and deliver data-driven strategies.

πŸ’» Tech Stack

Languages: Python, R, C/C++, C#, JavaScript
Web Dev: Flask, HTML, ASP.NET, MVC
ML/NLP: PyTorch, Scikit-Learn, LangChain, FastAPI, BERTopic
Data & Cloud: Power BI, AWS (Bedrock, Lambda, DynamoDB), GCP
Databases: MongoDB, MySQL, SQLite, Hive, Spark
Tools: GitHub, Bitbucket, Jira, CloudWatch, Linux CLI


πŸ“š Education & Certifications

πŸŽ“ BSc (Hons) Computer Science – Data Analytics
Sheridan College, 2025 | GPA: 3.55/4.0

πŸ“œ Certifications

  • Microsoft x LinkedIn: Career Essentials in Data Analysis
  • LinkedIn: Big Data Analytics with Hadoop and Spark
  • LinkedIn: Power BI Essential Training

πŸš€ Featured Projects

An award-winning DEI-focused hiring platform that uses LLMs for fair resume screening and interactive diversity dashboards.

Automated KPI extraction from fleet documents using Meta Llama 3 and generated a custom taxonomy with BERTopic for data-driven insights.

A Flask-based app that recognizes food from images and estimates calories using Inception v2 and nutrition APIs.

Built a document-aware chatbot using Retrieval-Augmented Generation and AWS services for accurate, context-based responses.


πŸ’¬ Fun Fact

From wrangling data πŸ“Š to the thrill of a badminton 🏸 rally and the peace of a hiking ⛰️ trail – my interests span both the digital and the real world!


🀝 Connect With Me

LinkedIn
πŸ“§ Email: patelbhagyesh12072003@gmail.com
πŸ”— GitHub: 13hagyesh
πŸ’Ό Portfolio Website:Bhagyesh Patel

Let's build something amazing together!

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  1. Fairlens Fairlens Public

    FairLens is an AI-powered hiring platform that reduces bias in recruitment by combining machine learning, large language models (LLMs), and real-time diversity analytics. It supports resume parsing…

    Python