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FeaturedWorksBarakode

Selected case studies from our recent engineering and design work.

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CASE STUDIES

Engineeringin depth

Intel Image Classifier
Deep Learning

Intel Image Classifier

GPU-accelerated transfer-learning pipeline with Optuna tuning and W&B logging.

PyTorch LightningResNet18EfficientNet-B0
VOC Segmentation App with Custom U-Net
Computer Vision

VOC Segmentation App with Custom U-Net

Pixel-level multi-class segmentation across all 21 Pascal VOC classes.

PyTorch LightningU-NetConvTranspose2d
Satellite Image Matcher & Coordinate Projector
Computer Vision

Satellite Image Matcher & Coordinate Projector

Align aerial & reference satellite images and project pixels to real coordinates.

PythonOpenCVSIFT
Sketch-to-Photo Generation using GANs
Generative AI

Sketch-to-Photo Generation using GANs

Converting face sketches into realistic photos with a pix2pix-style GAN.

PyTorchGANEncoder-Decoder
PDF Chatbot with LLaMA-2 & RAG
AI / LLM

PDF Chatbot with LLaMA-2 & RAG

An AI assistant that answers questions grounded in your PDF content.

LLaMA-2RAGLangChain
Bot-Nist — Web Data into Intelligent Support
AI / LLM

Bot-Nist — Web Data into Intelligent Support

Subscription chatbot that turns scraped site content into customer support.

MERNNode.jsSelenium
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