Up to 25 h aheadClinical Sepsis Prediction – Academic project × Uni Bielefeld
2026Predicts sepsis onset from ICU records with Random Forest, GRU and LSTM models.
Parimal Gavali
Applied AI & Backend Engineer · Bielefeld, Germany
Now
- Student Assistant, Web Development
BIIGLE2026 - M.Sc. Informatics for Natural Sciences
Bielefeld University2024 – 2027
Previously
- ERASMUS+ semester, Computer Science
University of Tartu2025 - Application Development Associate → Analyst
Accenture2021 – 2024 - B.E. Electronics & Telecommunications
Savitribai Phule Pune University2017 – 2021
Projects
Things I've built.
Up to 25 h ahead
Supplier Risk Intelligence – Nebius × NVIDIA Hackathon
2026Explore 10,000 suppliers, compare their risk and send a research agent to investigate a company with sourced evidence.
AI Document Summarization – University of Tartu × SEB Bank
2025Turns PDF, DOCX and TXT files into 2–5 page LLM summaries, with editing, text-to-audio and semantic search.
AUROC 0.74 at 7 daysCrop Stress Early Warning – Personal project
2026Warns 7–21 days ahead when a winter-wheat field in North Rhine-Westphalia falls behind its neighbours, from Sentinel-1/2 and DWD weather data.
AUROC 0.96 on unseen diseasesRepurposeKG – Personal project
2026A graph neural network over the PrimeKG graph in Neo4j that suggests new uses for existing drugs, with evidence paths and a GraphRAG assistant.
In progressClaimPilot – Personal project
2026File a motor insurance claim by chat. Coverage is checked against German policy wording with clause citations, and a human reviews every case.