Analyst · DS & ML · FinTech track

Building with
Data &
Machine Learning

Actively building projects in ML, AI, and predictive analytics — from healthcare classification to demand forecasting. Expanding into quantitative finance.

shivangi_profile.json
# analyst profile
name: "Shivangi Shukla"
role: "Data Analyst & ML Builder"
focus: "Healthcare · Forecasting · FinTech"
projects: 5+ shipped
algo_families: 4+
email: "me@shivangishukla.tech"
status: available
5+
ML projects
4+
Algo families
End-to-end
Pipelines

02 — Selected Work

Projects that ship

End-to-end ML pipelines: from raw data to evaluated models.

Forecasting · Time Series
NYC Taxi Demand Predictor

Time-series forecasting for NYC taxi trips — enabling smarter fleet allocation and route optimization across boroughs. Deployed live on Streamlit.

Python Pandas Streamlit Time Series
Recommendation · Collaborative Filtering
Recommender System

Personalized suggestions via collaborative filtering based on user behavior patterns and item similarity metrics.

Python Collaborative Filtering Similarity Metrics
Healthcare AI · Classification
Chronic Kidney Disease Classifier

ML-based early detection for CKD using Random Forest on clinical tabular data. Key predictors: serum creatinine, hemoglobin, BP, and albumin. Full EDA and cross-validation pipeline.

Python scikit-learn Random Forest EDA

03 — Tools & Technologies

Tech stack

Full pipeline: exploration, preprocessing, modeling, and visualization.

Languages & Environments
Python SQL Jupyter Google Colab
ML & Data
scikit-learn Pandas NumPy Random Forest Logistic Regression KNN Decision Trees
Visualization
Matplotlib Seaborn
Dev Tools & Deployment
Git & GitHub FastAPI Streamlit Flask

Let's connect

Open to collaborations, internships, and opportunities in DS, ML, and FinTech. Always happy to talk data or AI × finance.

Send a message