espin086 / pico-pi

A collection of Raspberry Pi Pico W projects.

Hi 👋, I'm JJ

Data Scientist and Machine Learning Engineer

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My Portfolio of Projects

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💼 GPT-JobHunter: Text Analysis, APIs, SQL, User Input, Machine Learning, Generative AI

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Analyzes job postings and provides personalized recommendations to job seekers for improving their resumes.

Key Components:

• Generative AI API calls for embeddings
• Text similarityh algorithm
• Jobs API Call for job postings
• Class to perform data transformations
• SQLite functions for database operations
• Unit tests to ensure code quality
• Make file to install, test, and run application
• Code for Streamlit user interface

💰 NewsWaveMetrics: APIs, SQL, Python, Text Analysis, Time Series Analysis, etc.

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NewsWageMetrics is a powerful tool for analyzing news sentiment, allowing users to correlate these stories with stock market price data.

Key Components:

• Anomaly Detection Algorithm using Time Series Algorithms
• Data Transformation using Classes
• Extract Economic Data via API
• Local File Handler Class

🧠 AutoLearn: Automation, Machine Learning, Data Visualization, Model Training/Tuning/Inference

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AutoLearn is a powerful tool for data scientists that automates the process of exploratory data analysis (EDA) and machine learning model training.

Key Components:

• Streamlit Application

💥 EmoTrack: AWS, Computer Vision, Real-Time Processing, SQL

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A real-time emotion detection and tracking application using webcam input. Analyze and visualize your emotional trends over time with interactive charts.

Key Components:

• Call to AWS Facial Analysis API
• Webcam Access from Streamlit UI

Languages and Tools:

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My Github Activity:

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