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zaki-m-khan/README.md

👋 Hey, I’m Zaki Khan

From research in Germany to building with emerging tech in New York, I’ve always followed curiosity, not comfort. That curiosity led me to explore AI, product thinking, and entrepreneurship—where I get to combine strategy, data, and impact in ways that matter.

I’m a Computer Science & Business Honors student at Lehigh University. I’m currently interning in AI & Data at EY, a fellow in Cornell Tech’s AI/ML Studio, and building projects that make real problems simpler, smarter, and more human.

⚠️ Quick note: My commit activity looks quieter this year (especially in spring and summer) because my Software Engineering class used a private repo, and most of my AI/ML work was done through platforms like Canva and Jupyter notebooks — so a lot of that effort doesn’t show up here 😔


🎯 Featured Project: Census Income Prediction (Machine Learning Foundations)

Check out my work on a machine learning project that analyzes U.S. Census data to predict whether an individual's income exceeds $50K. This was part of a larger applied machine learning course focused on data preparation, model tuning, and real-world evaluation metrics.

Tools: Python, pandas, scikit-learn
What I Did: Cleaned and one-hot encoded 32K+ rows of census data, trained and tuned Logistic Regression and Decision Tree models using GridSearchCV, and evaluated performance with accuracy, recall, and overfitting analysis.
Results: Achieved 85%+ accuracy and 58% recall, selecting the optimal model configuration by balancing generalization and interpretability.
👀 Curious? See the full project here: github.com/zaki-m-khan/census-income-prediction


🧰 Tech & Tools

Python • Java • C/C++ • SQL
Langchain • Pinecone • Azure AI (GPT-4, Document Intelligence, Speech) • Amazon Rekognition
scikit-learn • pandas • NumPy • Power BI • Databricks
React.js • Node.js • Git/GitHub • AWS (Lambda, S3, DynamoDB, Location) • Jira • Excel (VBA)


🚀 Other Projects

AITaskBuddy
Built for the Microsoft Innovative Challenge — a tool that helps disability job coaches automate planning and progress tracking.
Tech: Python, React, Node.js, 8+ Azure AI services (GPT-4, Speech, Doc Intelligence)

HawkFind (AWS Hackathon – 2nd Place)
Built a lost-and-found platform using Amazon Rekognition and AWS serverless tools. Cut average search time by 97% and boosted campus recovery rates.
Tech: Rekognition, Lambda, S3, DynamoDB, Location Service

AI Studio Project – Coming Soon
Currently working on a capstone through Cornell Tech’s AI Studio. Applying CRISP-DM on real-world data using deep learning, tree ensembles, and model optimization. Will be pinned once live.


💡 What I’m Building and Exploring Now

  • Experimenting with Retrieval-Augmented Generation (RAG) pipelines using Langchain + Pinecone
  • Applying prompt engineering to benchmark and enhance chatbot accuracy
  • Exploring how AI can enable equity in access, especially in education and career pathways

👥 Beyond the Code

  • Leading the Lehigh CSB Association, supporting 280+ students exploring tech and business
  • Founded the Lehigh AI Club, now 250+ members strong, running practical workshops and speaker events
  • Helping scale Propel2Excel, an accelerator supporting overlooked student talent across the country
  • Always working to bring more voices to the table—especially in spaces where innovation meets impact

📫 Let’s Connect

Email: zmk227@lehigh.edu
LinkedIn: linkedin.com/in/zakimkhan
GitHub: github.com/zaki-m-khan


📜 Certifications


Thanks for stopping by — always open to collaborating with other builders and mission-driven teams.

Pinned Loading

  1. Census-Income-Prediction Census-Income-Prediction Public

    Built using learning from AI/ML Course at Cornell Tech

    Jupyter Notebook 1

  2. AITaskBuddy AITaskBuddy Public

    Jupyter Notebook 1

  3. Landing-Page Landing-Page Public

    CSS

  4. Company-Descriptions-Agent Company-Descriptions-Agent Public

    As part of my time as a Research Assistant at the Technical University, a PHD student tasked me with creating an AI agent to generate company descriptions given a list of companies. I used a mixtur…

    Python

  5. Hacks-For-Health24ROOKS Hacks-For-Health24ROOKS Public

    Python

  6. Pantry-Tracker Pantry-Tracker Public

    JavaScript