Sudheer Kumar Gandiboyana

Aspiring Machine Learning / AI Engineer · Data & Business Analyst

[email protected] +1 773-433-6054 linkedin.com/in/sudheergsk github.com/sudheer-050 Chicago, IL

MS Business Analytics candidate (GPA 3.925) retraining toward Machine Learning Engineering by rebuilding every concept I learn into a shipped project within weeks — a published PyPI package with a full test suite, a production chat app serving real users, and a 293-test multi-agent AI platform built solo. 2+ years of analytics experience turning messy data into measurable business decisions. Currently deepening production ML/MLOps practice and intend to keep learning this way indefinitely.

Experience

Data Analytics Intern Mar — Jun 2024

Unified Mentor

Analyzed 100K+ Amazon sales transactions in Power BI and R, driving a 10% increase in targeted customer segment sales.
Built predictive HR attrition segmentation models in Tableau, improving overall retention by 10%; cleaned 1M+ records across systems with Python and SQL.

Junior Engineer Feb 2021 — Jul 2023

Hetero Labs Limited (Unit-IX)

Reduced filtration cycle time from 8 hours to 45 minutes via an Automatic Vertical Filter Press, improving productivity by 7%.
Led adoption of new methodologies across 8 team members (+50% execution speed) and drove 100% safety-training compliance (-30% incidents).

Projects

Hagent — Self-Hosted Multi-Agent AI Orchestration Platform Open Source

CLI + web dashboard orchestrating pluggable AI runtimes (Claude, OpenAI, Ollama) with automatic failover and cron-triggered rebalancing — ~11,500 lines, 293 passing tests, solo-built in ~1 month.

Python · FastAPI · SQLAlchemy · APScheduler

bizpack — Open-Source Pandas Data-Cleaning Library PyPI Package

Published library cleaning messy corporate spreadsheets (mixed currencies, dates, footer inflation); 43 unit tests, 100% pass rate, with a Streamlit demo and versioned releases.

Python · pandas · PyPI · Streamlit

HAI Messenger — Self-Hosted Encrypted Chat App Live in Production

End-to-end encrypted chat app with real-time messaging, voice notes, and a local-LLM assistant; deployed on Docker + Cloudflare Tunnel with GitHub Actions CI/CD, serving real users.

Node.js · Socket.IO · PostgreSQL · Redis · Docker

MorningStar — NLP Industry Classifier DePaul Capstone

TF-IDF + LinearSVC pipeline classifying text into 145 hierarchical GICS industries, reaching macro F1 ≈ 0.83.

Python · scikit-learn · pandas

Skills

Data & Analytics: Python, SQL, R, Power BI, Tableau, Statistical Analysis

ML & Deep Learning: scikit-learn, TensorFlow, PyTorch, XGBoost, NLP, LLM Agents

Engineering: FastAPI, Flask, Node.js, Docker, PostgreSQL, Git/GitHub Actions

Business: KPI Design, Forecasting, Process Optimization, Stakeholder Reporting

Education

Master of Science, Business Analytics Sep 2024 — Jun 2026

DePaul University, Kellstadt Graduate School of Business — Chicago, IL · GPA 3.925

B.Tech, Chemical Engineering Aug 2016 — Oct 2020

Rajiv Gandhi University of Knowledge Technologies — Nuzvid, India

Certifications

Deep Learning Specialization — DeepLearning.AI (2026) · Machine Learning Specialization — Stanford Online (2026) · Career Essentials in Business Analysis — Microsoft & LinkedIn Learning (2024) · Career Essentials in Data Analysis — Microsoft & LinkedIn Learning (2024)