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Achievement: Pair ExtraordinaireAchievement: YOLO

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Sumanthreddy-DE/README.md

Hi, I'm Sumanth Reddy 👋

typing tagline

About Me

  • 🎓 MSc Computational Engineering, FAU Erlangen-Nürnberg
  • 🔬 Building SimReady (AI-assisted FEA pre-processing) and Physics-Informed Neural Networks for composite material interfaces (thesis area)
  • 🛠️ Also ship AI & automation tooling : cortex, anny-booking-bot
  • 📍 Open to Scientific ML / Computational Engineer (Berechnung) roles in DACH, available from June 2026
  • 🌱 When not building, just weebing

Languages & Tools

Python TypeScript MATLAB PyTorch TensorFlow scikit-learn NumPy SciPy Jupyter NX Open API FEM LaTeX Node.js Streamlit Git

Featured Projects

🧮 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
    AI-assisted FEA pre-processing: STEP geometry-quality analysis, safe healing, and rule + ML readiness reports (terminal / JSON / HTML).

  • Predicting Bulk Modulus of Inorganic Crystals
    ML prediction of inorganic-crystal bulk modulus — Matminer/Magpie features, regression + feature-selection model comparison (scikit-learn).

  • Peak Power Minimization
    Optimization under multiple harmonic loads.

🤖 AI & Automation

  • cortex
    Local-first desktop app: priority-Kanban link/idea capture, Chrome extension, Telegram capture, and system-tray reminders.

  • ai-eng-tracker
    Automated weekly newsletter digest + AI/ML hiring & funding intel scraper across Europe.

  • anny-booking-bot
    Daily booking-calendar automation: headless Playwright scraper + Gmail SMTP digest, scheduled via GitHub Actions (pytest-tested, CI).

GitHub Stats

GitHub Stats Top Languages

GitHub Streak

Connect with Me

LinkedIn Email

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  1. PINN-for-composite-interface-identification PINN-for-composite-interface-identification Public

    Physics-Informed Neural Network that recovers extended-interface parameters from 3-layer interphase composites: micromechanics homogenization in PyTorch

    Python

  2. Predicting-the-Bulk-Modulus-of-Inorganic-Crystals Predicting-the-Bulk-Modulus-of-Inorganic-Crystals Public

    Machine-learning prediction of inorganic-crystal bulk modulus using Matminer/Magpie features, with regression + feature-selection model comparison (scikit-learn)

    Jupyter Notebook

  3. simready simready Public

    AI-assisted simulation pre-processing tool that validates STEP/IGES files for FEA readiness, auto-heals geometry, and generates mesh recommendations

    Python 1

  4. Peak-Power-Minimization Peak-Power-Minimization Public

    SDP-based truss topology design for peak power minimization under harmonic loads: seminar paper analysis for Convex Optimization for Dynamical System Analysis (FAU)

    Python

  5. anny-booking-bot anny-booking-bot Public

    Daily booking-calendar digest, headless Playwright scraper + Gmail SMTP, scheduled via GitHub Actions (pytest + CI)

    Python

  6. cortex cortex Public

    Local-first desktop capture app, priority Kanban for links/ideas/notes, Chrome extension, Telegram capture, system-tray reminders (Electron + TypeScript)

    TypeScript