JN

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Hi, I'm

Jaideep Nutalapati

I specialize in |

Turning raw data into decisions that actually move things —
from analysis and visualization to machine learning and production ready systems.

11Projects
3Roles Targeted

About Me

I'm a recent MS Computer Science graduate from the University of Illinois at Chicago, with a focus on data science, machine learning, and visual analytics. I build things that help people understand what their data is actually saying — not just what it looks like.

My background spans data analysis, machine learning, and data engineering. I've worked on everything from campus-wide operational audits that informed $47-50M decisions, to deploying production recommendation systems with real-time monitoring. I'm most interested in roles where the analytical output changes how something actually works.

Outside of data, I follow Geopolitics, cars and bikes — which probably explains why my projects keep ending up involving election maps and marathon routes.

Languages

PythonSQLRJavaScriptHTML/CSS

Analysis & ML

EDAStatistical AnalysisA/B Testing RegressionXGBoostscikit-learn Feature EngineeringETL

Visualization & BI

TableauPower BIPlotly D3.jsSeabornMatplotlib

Tools & Platforms

DockerGit/GitHubFastAPI SnowflakeStreamlitGoogle Analytics

Education

University of Illinois at Chicago

Aug 2024 — May 2026

Master of Computer Science · Chicago, IL

Relevant coursework: Data Science, Visual Data Science, Visualization & Visual Analytics, Responsible AI, Machine Learning, Data Analytics, Computer Networks.

Jain University

Aug 2020 — May 2024

Bachelor of Technology in Computer Science and Engineering · Bangalore, India

Experience

UIC Campus Housing

Apr 2025 — May 2026

Data & Operations Analyst · Chicago, IL

  • Conducted a campus-wide furniture audit across 9 buildings and 1,000+ apartments, organizing 25,000+ asset records using Google Sheets and Python.
  • Built EDA visualizations and a condition-based prioritization framework, classifying assets into Good (75-80%), Wear & Tear (5-10%), and Damaged (12-15%) tiers.
  • Delivered a stakeholder report supporting a $47-50M procurement decision to housing management.
  • Collaborated cross-functionally with a team of 7 across Summer 2025 and Winter 2025 audit cycles.

Department of Pediatrics, UIC

Feb 2026 — May 2026

Web Developer Graduate Hourly · Chicago, IL

  • Redesigned and maintained 15+ web pages using HTML, JavaScript, and WordPress, ensuring ADA compliance.
  • Tracked 12,000+ monthly page views and 38,000+ user interactions using Google Analytics, presenting insights to department leadership.

Popular PG

Jan 2023 — Mar 2023

Python Backend Developer Intern · Bangalore, India

  • Improved backend query efficiency by 40% by optimizing SQL queries across a multi-location relational database system.
  • Resolved production bugs ensuring 99%+ uptime across 5+ operational locations.

Projects

Data Analysis

UrbanGait — Multimodal Gait Analysis Dashboard

Interactive dashboard synchronizing GPS, accelerometer, gyroscope, and barometer sensor data with video playback for real-world gait pattern analysis.

D3.jsChart.jsLeafletReact
Data Analysis

Electoral Data Analysis Series

Analysis of AP Elections 2019 & 2024 and US Presidential 2020 across 175 constituencies and 3,100+ counties. 20+ choropleth maps, donut charts, and scatter plots.

PythonGeoPandasMatplotlibSeaborn
Data Analysis

NYC Street Tree Census — Urban Analytics

Processed and visualized 680,000+ tree records. Applied PCA and UMAP for dimensionality reduction. Built interactive linked dashboard with brushing interactions.

Pythonscikit-learnUMAPVega-Lite
Data Science

Race Pulse — Marathon Time Prediction

Predicted marathon finish times with R² of 0.99 using Random Forest and XGBoost on 79,000+ records integrated with real-time weather data.

PythonXGBoostRandom ForestPlotly
Data Science · Data Engineering

Movie Recommendation System

Real-time recommendation engine using SVD++ and KNN. RMSE of 0.58. Deployed as REST API via FastAPI with Docker, Jenkins CI/CD, and Prometheus/Grafana monitoring.

PythonFastAPIDockerPrometheus
Data Engineering · Software Engineering

Hotel Management & Booking Analytics System

Full-stack hotel booking system with normalized PostgreSQL schema, role-based dashboards, booking validation logic, and analytics reporting.

PythonFlaskPostgreSQLSQL
Data Engineering

Curio ↔ Jupyter Notebook Interoperability

Bidirectional converter transforming Jupyter notebooks into structured visual workflow graphs and back. Heuristic-based node classification for workflow stages.

PythonJupyterJSON
Software Engineering

End-to-End Encrypted Messaging

Secure chat application implementing Telegram MTProto 2.0 with AES-256-IGE encryption and Diffie-Hellman key exchange for Cloud and Secret Chat modes.

PythonJavaScriptAES-256HTML/CSS
Data Science

Customer Churn Prediction with SHAP

Classification model with SHAP explainability to predict high-risk customers and identify key churn drivers for targeted retention strategies.

PythonXGBoostSHAPStreamlit
Data Analysis

Sales & E-commerce Business Analytics Dashboard

End-to-end business analytics project on 100,000+ e-commerce orders. Revenue trends, customer segmentation, KPI tracking, and live Streamlit dashboard.

PythonSQLPower BIStreamlit

Walmart USA - Advanced Software Engineering Job Simulation

Walmart USA (forage) · June 2024

View Credential

Canva Essentials Certification

Canva · Nov 2024

View Credential

Get in Touch

Open to Data Analyst, Data Scientist, and Data Engineer roles in United States. Feel free to reach out for opportunities, collaborations, or just to talk data.

Official Email jnuta@uic.edu
Location Chicago, IL 60612