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Shubham1919284/README.md

Shubham Kumar Jha

Typing SVG

πŸ“„ Resume Β· 🌐 Portfolio Β· βœ‰οΈ Email Β· πŸ’Ό LinkedIn


πŸ“Œ Highlights

  • πŸŽ“ B.Tech CSE (Data Science) β€” completed, CGPA 7.4
  • πŸ€– Former AI Trainer at Outlier β€” LLM evaluation & prompt quality assessment
  • πŸ“Š 2 end-to-end ML & BI projects, built and deployed
  • πŸ“ˆ Worked with datasets up to 100K+ records across ML & BI projects
  • πŸ’Ό Open to entry-level Data Analyst, ML & GenAI opportunities

Who I am

B.Tech CSE (Data Science) graduate who builds and deploys real ML models and data tools β€” not just notebooks. Previously worked as a Remote AI Trainer / NLP Prompt Evaluator at Outlier, evaluating model outputs. Currently looking for entry-level Data Analyst, ML, and GenAI roles β€” open to internships, full-time, and remote work.

What I can do

  • Machine Learning β€” Model building & deployment (Scikit-learn, classification, hyperparameter tuning)
  • Data Analysis β€” EDA & visualization (Pandas, NumPy, Seaborn, Plotly)
  • Business Intelligence β€” PostgreSQL data modeling, DAX, interactive Power BI dashboards (DirectQuery)
  • AI/LLM Tools β€” LLM APIs, prompt evaluation
  • Automation β€” Flask/Streamlit apps, API integrations

πŸ† Featured Projects

🏠 Room Type Predictor β€” NYC Airbnb

End-to-end ML pipeline classifying 48,895 NYC Airbnb listings into 3 room types β€” ColumnTransformer preprocessing, 4-classifier benchmark, and a production FastAPI + JavaScript app.

Dataset: 48,895 listings (Kaggle) Result: Random Forest tuned via RandomizedSearchCV β€” 85.6% accuracy, 0.742 macro F1 Deployed: FastAPI backend + JS frontend, live on Render

πŸ”— Shubham1919284/Room-Type-Predictor---NYC-Airbnb πŸ”— Live


πŸ“Š Olist E-Commerce BI Dashboard

End-to-end BI solution modeling ~100K Brazilian e-commerce orders β€” PostgreSQL relational schema, 5-view SQL semantic layer, and a 9-page Power BI dashboard on DirectQuery.

Dataset: ~100K orders across 9 relational tables (Kaggle) Result: 26 DAX measures Β· $14.2M revenue tracked Β· 93.23% on-time delivery Β· 4.03 avg rating Tech: PostgreSQL Β· SQL Β· Power BI Β· DAX Β· DirectQuery

πŸ”— Shubham1919284/olist-ecommerce-bi-dashboard


πŸ›  Tech Stack

Languages: Python Β· SQL

Machine Learning: Scikit-learn Β· Pandas Β· NumPy

Databases & BI: PostgreSQL Β· Power BI Β· DAX Β· DirectQuery

Visualization: Matplotlib Β· Seaborn

Development & Tools: FastAPI Β· Flask Β· Git Β· GitHub Β· Jupyter Β· VS Code


πŸ“Š GitHub Activity


πŸ“« Best Way to Reach Me

πŸ“§ Email: sk1919284@gmail.com

πŸ’Ό LinkedIn: https://www.linkedin.com/in/shubhamkr-jha

🌐 Portfolio: https://shubham1919284.github.io/Portfolio/


⭐ Open to entry-level Data Analyst, Machine Learning, AI and GenAI opportunities.

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  1. Room-Type-Predictor---NYC-Airbnb Room-Type-Predictor---NYC-Airbnb Public

    End-to-end ML application that predicts NYC Airbnb room types using a tuned Random Forest classifier, with a scikit-learn preprocessing pipeline, FastAPI backend, and Vanilla JS frontend. Includes …

    Jupyter Notebook 1

  2. -Fitness_Analytical_Dashboard -Fitness_Analytical_Dashboard Public

    πŸ‹οΈβ€β™‚οΈ Fitness Analytical Dashboard – A Power BI dashboard that combines fitness tracking (BMI, calorie insights, workout engagement) with business analytics (revenue, profit, memberships, retention…

    11

  3. Live_Weather_Dashboard Live_Weather_Dashboard Public

    πŸ‘‰ The goal was to transform raw API data into a visually engaging and decision-friendly dashboard.

    10

  4. Tribute-To-Dharmendra-Ji Tribute-To-Dharmendra-Ji Public

    9

  5. Shubham1919284 Shubham1919284 Public

    πŸŽ“ B.Tech CSE (Data Science) | I build smart, real-world AI tools using Python, APIs, and UI frameworks. Focused on clean logic, practical applications, and projects that feel like real products β€” n…

    11