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nebabtew/README.md

Hi, I'm Nebiyu (Neba) 👋

🎓 Data Science + Business @ Truman State · Break Through Tech AI Fellow · Presidential Scholar · GPA 3.7

First-gen student building toward machine learning engineering. Started in content and media analytics, measuring why audiences engage. That pulled me into data science, then applied AI.


🔭 Currently

  • Break Through Tech AI Studio × Anote AI: building an agentic evaluation pipeline that tests whether an Evaluator-Optimizer retry loop beats zero-shot and extra-sampling baselines on MBPP and HumanEval (pass@1). Results landing Dec 2026
  • Break Through Tech AI Fellow (Cornell University, 2026-2027)
  • Event Manager, Google Developer Group on Campus
  • Member, Bulldog Student Investment Fund

🛠 Tech stack

Languages: Python · SQL · R · Java · C#

Data Science & ML: pandas · NumPy · scikit-learn · TensorFlow · Statistical Modeling · Time Series Forecasting · Feature Engineering

Visualization: Tableau · Matplotlib · Seaborn · PowerBI

AI & Development: LLM Development · Agentic AI Systems · Prompt Engineering · Streamlit · Gemini API · Pydantic · Git


🚀 Projects


🤝 Leadership and Community

  • Branding & Guest Lead, TruHacks 2026 (48hr hackathon, 70+ participants)
  • Former Vice president, Community of College Entrepreneurs
  • CodePath TIP102 + AI110
  • NSBE · ColorStack · ACM · GDG

⚽ Outside the terminal

  • 🫂 Advocate for men's mental health
  • ⚽️ Indoor pickup soccer, often. CDM with KDB-inspired passing (on a good day)
  • 🧢 Fashion experimenter. Winter is my season: overlayering is the strategy
  • 🎞️ Movies when I get absolute free time
  • 📖 Reading Kahlil Gibran Collections (all-time favorite)

🌱 Currently exploring

Recommender Systems · Experimentation & Causal Inference · Consumer Behavior Modeling · NLP for Customer Insights · AI Evaluation


📬 Connect

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  1. vibefinder-rag vibefinder-rag Public

    End-to-end RAG pipeline with TF-IDF retrieval, Gemini 2.5 Flash explanations, and a 3-check hallucination guardrail. Completed with HONORS — CodePath AI110.

    Python 2

  2. mirrormetrics mirrormetrics Public

    AI-powered TikTok analytics platform. Scrapes video data(comment section), runs psychographic and virality analysis via Gemini 2.5 Flash, and surfaces purchase intent, emotional spectrum, and cultu…

    Python 1

  3. ai110-Vibefinder-1.0 ai110-Vibefinder-1.0 Public

    Forked from codepath/ai110-module3show-musicrecommendersimulation-starter

    Content-based music recommender scoring 18 songs across genre, mood, energy, and acousticness. Includes adversarial profile testing, weight sensitivity experiments, and a model card documenting fil…

    Python

  4. Insurance-claim-predictor Insurance-claim-predictor Public

    5 regression models with GridSearchCV and cross-validation on insurance cost data. Best model hit adj. R² of 0.77. Built with scikit-learn and deployed via Streamlit.

    Jupyter Notebook 1

  5. pawpal-starter pawpal-starter Public

    Forked from codepath/ai110-module2show-pawpal-starter

    Pet care scheduler with chronological sorting, recurring task generation, overlap-based conflict detection, and full pytest coverage. Built with Python and Streamlit.

    Python

  6. Rideshareplatform Rideshareplatform Public

    Campus ride-sharing platform with real-time matching, custom pricing, and multi-payment support. Built with Supabase and React. 3rd place at the ACM x CCE Hackathon

    TypeScript