Sumanth Reddy Settipalli Sumanthreddy-DE

Hi, I'm Sumanth Reddy

🎓 MSc Computational Engineering, FAU Erlangen-Nürnberg, completed August 2026
Building SimReady (FEA pre-processing: a GNN on B-Rep geometry, an LLM tool-use agent and QLoRA-tuned CAD generation) and Physics-Informed Neural Networks for composite material interfaces (thesis area)
Build LLM tools with evaluation built in: resume-assistant, a grounded CV chatbot with a hand-graded eval set, and self-talk-coach, a spoken-German conversation partner
📍 Open to Scientific ML / Computational Engineer (Berechnung) and applied LLM roles in DACH, available immediately
When not building, I'm deep in anime and manga

Computational & ML

PINN – Composite Interface ID
_{Physics-Informed Neural Network recovering equivalent extended-interface parameters from 3-layer interphase configurations (CSA approach + Mori–Tanaka).}
SimReady
_{FEA pre-processing for STEP files: OCC geometry checks and a GraphSAGE GNN fused into one readiness score, a multi-turn LLM tool-use agent, and a QLoRA-tuned Qwen2.5-VL-3B for CAD generation.}
NX Constraints Training
_{ML classifier predicting Siemens NX assembly joint constraints from CAD feature data: Keras tabular model (Hiwi @ KTmfk, FAU).}
Predicting Bulk Modulus of Inorganic Crystals
_{ML prediction of inorganic-crystal bulk modulus: Matminer/Magpie features, regression + feature-selection model comparison (scikit-learn).}

AI & Automation

resume-assistant
_{Grounded CV chatbot: FastAPI + Claude, whole CV in the prompt with no retrieval, a hand-graded eval set with traps and prompt injection, rate limits and a fallback when the API is down.}
self-talk-coach
_{Spoken German practice from the terminal: Deepgram speech-to-text, an LLM conversation partner and edge-tts voice, with a help ladder that steps in when you freeze.}
cortex
_{Local-first desktop app: priority-Kanban link/idea capture, Chrome extension, Discord capture, and system-tray reminders.}
anny-booking-bot
_{Daily booking-calendar automation: headless Playwright scraper + Gmail SMTP digest, scheduled via GitHub Actions (pytest-tested, CI).}