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maneet-999/README.md

Maneet

Machine Learning | Data Science | Statistics

About Me

  • I build machine learning models that solve practical problems.
  • I train algorithms to group data, predict trends, and analyze text.
  • I write clean Python code to take projects from raw data to working tools.

Skill stack

My Skills

Languages: Python, R, SQL, Bash Machine Learning & AI: Scikit-Learn, PyTorch, TensorFlow, XGBoost, MLflow, Hugging Face Data Science & Stats: Pandas, NumPy, SciPy, Matplotlib, Seaborn Databases: PostgreSQL, MySQL, MongoDB Tools & Platforms: Git, GitHub, FastAPI, Streamlit


Projects Showcase

Defect Suggestion AI
Developed a suggestion tool using Sentence Transformers and cosine similarity to identify defects.
🔗 Repo
Tags: Machine Learning, NLP, IBM Maximo
Air Jordan Resale Dashboard
Analyzed sneaker resale data using machine learning and statistical tests to find key price drivers.
🔗 Repo
Tags: Python, Streamlit, Scikit-Learn, Statistics
A/B Test Audit Tool
Built a tool to run validity checks, including sample ratio mismatch and statistical power, on A/B tests.
🔗 Repo
Tags: Statistics, A/B Testing, Data Analysis

Links

LinkedIn

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  1. earnings-deception-detector earnings-deception-detector Public

    NLP pipeline that detects linguistic deception in earnings calls using FinBERT, sentence-BERT Q&A evasion scoring, and XGBoost trained on SEC restatement history.

    Python 2

  2. airjordan-resale-intelligence airjordan-resale-intelligence Public

    Statistical analysis of Air Jordan resale market using 7 tests — Streamlit dashboard

    Python 1