Aditya Komaravolu — Senior AI Engineer

Hi, I'm

Aditya
Komaravolu

I take complex problems, build the tech, shape the product, and ship it.

AI/MLComputer VisionDeep LearningMLOps
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I build products at the intersection of AI and real-world systems. Not just the models — the full picture: architecture, infrastructure, team, and the product decisions that turn technology into something people actually use.

I think like a founder, execute like an engineer, and lead like someone who's shipped products from zero to production across startups, R&D labs, and enterprise. Every problem I touch gets simpler, faster, and closer to what the user actually needs.

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Where I've been and what I've built along the way.

  • ·Derived and optimized object detection models for construction defect identification, improving 2D-3D localization accuracy.
  • ·Established a complete 360-camera-based Structure from Motion (SfM) product line, ranging from core spatial reconstruction algorithms to automated cloud workflows and 360-degree defect detection.
  • ·Engineered an in-house, customized SLAM system exhibiting extreme accuracy in degenerate conditions and adaptability across highly dynamic environments.
  • ·Orchestrated, designed, and built a state-of-the-art, PTP-synchronized sensor fusion SLAM scanner with sub-1µs inter-sensor latency.
MLOps360 VisionSensor Fusion
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Thoughts, rabbit holes, and things I needed to write down.

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Products, tools, and experiments that keep me up at night.

01

CAD-to-BIM: An Agentic Lens

AI-powered tool that converts 2D CAD floor plans into classified 3D BIM models, detecting structural elements like columns, walls, beams, and slabs automatically.

02

PixLume — AI-based Vision Labelling Platform

Production-grade annotation studio for building clean, high-quality computer vision datasets — optimized workflows, review flows, and export pipelines.

Let's build something.

Got an interesting problem or just want to say hi? I'm always open to new conversations.

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© 2025 Aditya Komaravolu