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Sabina
Bimbi
AI/ML Engineer · Data Scientist · Full-Stack Developer
slbimbi@mtu.edu · github.com/SabinaLucy · linkedin.com/in/sabina-bimbi · huggingface.co/SabinaLucy
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Education
Master of Science, Data Science
Michigan Technological University · Houghton, MI
Specialisation: Artificial Intelligence & Machine Learning · Deep Learning · Advanced Data Mining · NLP
Dec 2025 – May 2027
Bachelor of Science, Information Technology
Richfield Graduate Institute of Technology · Johannesburg, South Africa
Specialisation: Software Engineering
2020 – May 2024
Work Experience
IT Operations & Documentation Specialist
Dec 2025 – Present
Michigan Technological University · Houghton, MI
  • Monitor and troubleshoot campus-scale financial infrastructure across TouchNet, DSE, and Genius transaction platforms serving the full university population.
  • Execute exploratory data audits and query records within enterprise Oracle and CSGold database environments under strict PII confidentiality guardrails.
  • Build custom Python utility scripts to parse raw server logs and automate routine data validation tasks, reducing manual review overhead.
  • Author technical documentation, system blueprints, and manual override procedures in Confluence to ensure operational continuity and silent-failure prevention.
Data Analyst
Jun 2024 – Apr 2025
Econet Wireless Zimbabwe · Harare, Zimbabwe
  • Partnered with product and strategy teams to conduct root cause analysis on key consumer acquisition and growth channels, surfacing actionable insights for product decisions.
  • Developed custom Python validation and anomaly detection scripts to enforce strict data quality rules across operational data pipelines.
  • Executed advanced multi-table SQL queries on large relational data warehouses to isolate and report on performance metrics across business units.
Junior Data & Software Engineer — Intern
Jun 2023 – Sep 2023
Dimension Data South Africa (NTT Ltd.) · Johannesburg, South Africa
  • Managed data schema integrity and logged structural errors using SQL during large-scale enterprise CRM migration projects.
  • Validated structural integrity of legacy systems to ensure safe extension into new enterprise environments without data loss or corruption.
Freelance Full-Stack Developer
Prior to 2023
Independent · Remote
  • Delivered full-stack web applications for confidential clients using React, FastAPI, and PostgreSQL.
  • Handled end-to-end project delivery from requirements through deployment.
Selected Projects
Live
Volarix — Financial Market Stress Intelligence
870K+ headlines · PyTorch TFT · FastAPI · Docker · HuggingFace · 9 endpoints
✓ Done
Infra Anomaly AI
LSTM Autoencoder · Dense Autoencoder · TensorFlow · Time Series · Unsupervised
Active
PolyRisk — ICU Early Warning
MIMIC-IV · PyTorch · Clinical AI · Multi-condition risk scoring
Starting
ConstructIQ — Agentic Construction AI
YOLOv8 · ViT · LangGraph · GPT-4o · GraphRAG · Multimodal
Technical Skills

Languages

Python · JavaScript · TypeScript · SQL · R · Java · C# · C++ · PHP · HTML/CSS

ML / AI Frameworks

PyTorch · TensorFlow/Keras · XGBoost · Scikit-learn · Conformal Prediction · HMM · YOLOv8 · ViT

Generative AI & APIs

Claude API · OpenAI GPT-4o · Gemini API · LangChain/LangGraph · ChromaDB · MCP Servers · FRED API · NewsAPI

Engineering & DevOps

FastAPI · React 18 · Node.js · Docker · AWS (EC2, ECR, DynamoDB) · HuggingFace · GitHub Actions · PostgreSQL

Data & Enterprise

Tableau · Power BI · Oracle DB · CSGold · TouchNet · Confluence · Seaborn · Matplotlib · Excel

Domains

Healthcare AI · Financial ML · Agentic AI · Time Series · NLP · Computer Vision · Infrastructure Monitoring