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Achievement: Pull Shark

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Achievement: Pull Shark

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lina2016/README.md

🎓 Certifications

IBM AI Engineering | Coursera

Issued Sept 2024 | Credential ID: WMJV9B0678N8

Developing AI Applications with Python and Flask – IBM | Coursera

Issued Jul 2024 | Credential ID: FPFTGDUBN7GK

Python for Data Science, AI & Development – IBM | Coursera

Issued Jul 2023 | Credential ID: 6NWQA7PZ8H4V

Google Python Specialization – Coursera

Issued Nov 2023 | Credential ID: 3FQS8UP4KV8B

Meta Programming in Python – Coursera

Issued Nov 2023 | Credential ID: D2XL5JXW3E8G

Meta Full Stack Developer – Coursera

Issued Nov–Dec 2023 | Credential IDs: 6URPANJ6UQJG, SDLR6K58LCZF, PNAPWJYFTD6F

🔗 View all credentials on my Coursera Profile

👩‍💻 Professional Summary

AI/ML Engineer with 13+ years of software experience, recently transitioned from full-stack web development to building production-grade AI systems. Skilled in Python, TensorFlow, FastAPI, and MLOps workflows. Delivered NLP and deep learning models with up to 95% accuracy and 35% latency reduction. Passionate about operationalizing AI for real-world impact.

🚀 Key Projects

  • MovieMind – Sentiment analysis app with 92% accuracy and sub-second latency
    🔗 GitHub

  • Resume Analyzer – NLP-based job matching tool with 25% improvement in recruiter alignment
    🔗 GitHub release planned

  • Bitcoin Predictor – LSTM model for time-series forecasting
    🔗 GitHub

  • USA Housing Forecast – Regression model deployed via Streamlit
    🔗 GitHub

🧠 Skills & Tools

  • Languages & Frameworks: Python, PHP, Flask, Django, FastAPI, Angular, React.js
  • AI/ML: TensorFlow, PyTorch, Scikit-learn, spaCy, NLTK
  • DevOps & Cloud: Docker, Kubernetes, AWS, IBM Cloud, CI/CD
  • Databases: MySQL, PostgreSQL, MongoDB
  • Collaboration: GitHub, Jira, Slack, Agile/Scrum

My Skills

📊 Stats & Activity

GitHub Language Stats LeetCode Stats

Pinned Loading

  1. housing-forecast housing-forecast Public

    Interactive Python app to explore historical housing prices and forecast the next 6 months for U.S. states and counties using Zillow ZHVI data. Built with Streamlit and TensorFlow, the app allows u…

    Jupyter Notebook

  2. real-time-job-matching-jooble-api real-time-job-matching-jooble-api Public

    A Flask-powered web application that fetches live job listings from the Jooble API and intelligently ranks them based on user-defined skills, desired job titles, and location. Features include dyna…

    Python

  3. bitcoin-prediction bitcoin-prediction Public

    Deep learning-based Bitcoin price forecasting using LSTM. Includes data preprocessing, model training, and future prediction with aligned timestamps.

    Python

  4. movie-sentiment-streamlit movie-sentiment-streamlit Public

    Interactive sentiment analyzer for movie reviews using LSTM + streamlit

    Jupyter Notebook

  5. handwritten-digit-recognition handwritten-digit-recognition Public

    A beginner AI/Computer Vision project using CNN to classify MNIST handwritten digits with Tensorflow/Keras

    Jupyter Notebook

  6. IBM-AI-Engineering-Capstone-Project-Deep-Learning-PyTorch IBM-AI-Engineering-Capstone-Project-Deep-Learning-PyTorch Public

    This repository contains the final assignment for the IBM AI Engineering Capstone project. The goal was to build an image classifier using the ResNet18 pre-trained model with PyTorch.

    Jupyter Notebook

点击 这是indexloc提供的php浏览器服务，不要输入任何密码和下载