Disha Vishal Shetiya
AI Engineer: Construction, Civil, and AEC Industry | Machine Learning, Computer Vision, Generative AI, MLOps
- Role
- Junior Ai Developer at Angstrom Design Build
- Location
- Chicago, IL, US
- LinkedIn followers
- 500 followers
About Disha Vishal Shetiya
I am an AI Engineer specializing in the intersection of real-time 3D spatial systems…
Experience
Junior Ai Developer
Jul 2025 — Present · Chicago, IL, US
Led end-to-end development of object detection pipeline (RetinaNet, ResNet, PyTorch), achieving 72% accuracy across 54 classes; optimized real-time inference on NVIDIA Jetson Nano for low-latency edge AI deployment.Directed project team in building automated RFP analysis pipelines utilizing Hugging Face Transformers + LangChain, reducing manual review time by 80% and scaling analysis to handle RFP pages monthly.Spearheaded a SLAM-based 3D spatial AI platform (ROS, Open3D) integrating fisheye cameras + IMU data; deployed as containerized microservices on Kubernetes, ensuring scalability and fault tolerance.Implemented MLOps pipelines (Docker, Jenkins, Airflow) for automated training, testing, and deployment, introduced model monitoring + A/B testing to continuously improve performance.Partnered with civil engineers, inspectors, and contractors to align ML deliverables with construction workflows, driving stakeholder adoption.
Education
Sanjay Ghodawat Institute
Diploma, Computer Science
2016 — 2019
University of Illinois Springfield
Master's of Computer Science
MIT ADT University
Undergraduate, Computer science and engineering
2019 — 2022
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