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blabha/README.md

Bhavana Priya B

Architectural Designer · AI Researcher · Graphic Designer

Building bridges between the AEC and AI industry — working at the intersection of computational design, robotic fabrication, and human-in-the-loop AI systems.

LinkedIn  ·  bbhavana.priya@gmail.com


Education

IAAC MSc, AI for Architecture and Business Innovation (present) — 3rd Place, Infrared City Hackathon
UPenn Weitzman School of Design MSD, Advanced Architectural Design, graduated with distinction (2022–2023) — Advanced Architectural Design Award (Runner-up), Bio-Design Challenge Selection
R.V. College of Architecture B.Arch (2016–2021) — Head of Graphics Committee (Dimensions 13), Organizing Head (Journey Shared)

I'm preparing to return to India to launch a fab lab in Bangalore, focused on making digital and robotic fabrication accessible to designers and makers. My biomaterials research at DumoLab (Tegula, Eggregate, Bagaseat) and a paper accepted at ACADIA sit alongside this fabrication and AI work.


What I'm working on

Clay-Create A co-creative ceramic fabrication system using depth camera scanning, height maps, and projection mapping to give participants live digital feedback as they sculpt clay blocks into a continuous wall relief.

Talk_To_Tim An AI-assisted BIM workflow generating timber structural systems inside Revit, combining a knowledge graph, Eurocode data, and an LLM/GNN pipeline.

infrared-hackathon A climate-aware scheduling tool that scores calendar events for thermal comfort using urban microclimate data. 3rd place, Infrared City Hackathon.

Other repos: Open-to-Sky (sky visibility vs. urban heat risk in NYC) · Disperse (satellite imagery + deep learning for crowd density) · CIRCUIT (CV pipeline for timber upcycling)


Experience

DumoLab, University of Pennsylvania · 2023–2025 Project Lead & Research Assistant — food waste valorization into construction biomaterials; work exhibited at the CCA Biomaterials Symposium

Weitzman School of Design, University of Pennsylvania · 2023–2025 Lecturer / Co-lecturer / TA — AI (Stable Diffusion) in Design, Robotic Fabrication, New Materials, Architectural Design Studio; invited speaker and reviewer at Pratt Institute, Thomas Jefferson University, and UPenn

NAME Architecture · 2026 Freelance Designer — NEOM healthcare design guideline diagrams and visual narrative

System Architects, NYC · 2024 Volunteer — 'New Museum of Architecture and Design' Helsinki competition (renderings, light animations, spatial design)


Toolkit

Category Tools Used in
Design & Modeling AutoCAD, Rhinoceros 3D, Revit (BIM, add-ins), Grasshopper (parametric design, UDP pipelines), SketchUp Talk_To_Tim, Clay-Create
Rendering & Graphics Adobe Suite, KeyShot, Lumion, Enscape
Fabrication Arduino, FDM 3D Printing, ABB Robotic Fabrication, Woodworking, Depth Camera Systems (Orbbec Astra, point cloud capture) Clay-Create
Development Python, TypeScript, JavaScript, C++, FastAPI, Flask, React Native (Expo), React, REST APIs, OAuth 2.0 Clay-Create, infrared-hackathon, Disperse
AI & ML LLM Prompt Engineering, Claude API (tool use, streaming, extended thinking), OpenCV, YOLO, PyTorch (MiDaS), MediaPipe, GNN pipelines, Knowledge Graphs, DALL-E 3, N8N, ML model training Clay-Create, Talk_To_Tim, infrared-hackathon, Disperse
Computer Vision & Fabrication Tech ArUco markers, Roboflow, depth/point cloud processing CIRCUIT, Clay-Create
Environmental & Geospatial UTCI thermal comfort (Infrared SDK), solar radiation modeling, geospatial data processing (QGIS), Heat Vulnerability Index data, weather API integration, Google Calendar API infrared-hackathon, Open-to-Sky

Certifications

Architectural License (India), Council of Architecture  ·  AI in Architecture Design, Delft University of Technology  ·  AI-Driven Computational Design, MIT xPRO

Languages

English (Fluent)  ·  Tamil (Native)  ·  Hindi (Fluent)  ·  Kannada (Native)  ·  French (A1)


AI in architecture · human-in-the-loop design systems · robotic and digital fabrication · biomaterials · responsible AI · projection mapping

## Hi there 👋

Pinned Loading

  1. Clay-Create Clay-Create Public

    A co-creative fabrication system where participants sculpt clay blocks that form a wall relief. A depth camera scans each block; AI adapts remaining tile designs to maintain continuity across the f…

    HTML 1

  2. infrared-hackathon infrared-hackathon Public

    Google Calendar × urban microclimate × menstrual cycle intelligence — get thermal comfort scores, clothing advice, and cycle-aware wellness tips for every event on your schedule.

    Python

  3. Talk_To_Tim Talk_To_Tim Public

    Forked from gaellehabib24/TalkToTim_Workflow

    TalkToTim is an experimental AI-assisted BIM workflow that generates timber structural systems inside Autodesk Revit.

    Python

  4. Open-to-Sky Open-to-Sky Public

    Mapping sky visibility along park-to-park pedestrian routes in New York City, cross-referenced with the Heat Vulnerability Index to visualise how building density drives urban heat risk at the neig…

  5. Disperse Disperse Public

    Forked from RashiD2801/Disperse

    Satellite imagery + deep learning for crowd density analysis; upload imagery, mark obstructions, and get ML-powered pedestrian flow heatmaps for event safety planning

    JavaScript

  6. CIRCUIT CIRCUIT Public

    Forked from RashiD2801/upcycling-timber

    Computer vision pipeline that detects and measures salvageable wood planks using ArUco markers + Roboflow and exports robot pick-up coordinates for automated timber upcycling.