Engineeringin depthBarakode
A deeper look at how we build — across deep learning, computer vision, NLP, generative AI, LLM/RAG systems, mobile apps, and low-level engineering.
Intel Image Classifier
GPU-accelerated transfer-learning pipeline with Optuna tuning and W&B logging.
VOC Segmentation App with Custom U-Net
Pixel-level multi-class segmentation across all 21 Pascal VOC classes.
Satellite Image Matcher & Coordinate Projector
Align aerial & reference satellite images and project pixels to real coordinates.
Sketch-to-Photo Generation using GANs
Converting face sketches into realistic photos with a pix2pix-style GAN.
PDF Chatbot with LLaMA-2 & RAG
An AI assistant that answers questions grounded in your PDF content.
Bot-Nist — Web Data into Intelligent Support
Subscription chatbot that turns scraped site content into customer support.
WebWeave — Semantic Site Crawler & Data Extractor
Parses any website into structured, classified, RAG-ready data.
Decentralized Blockchain for Remote Code Execution
IPFS + Proof-of-Work for secure, reliable distributed task execution.
BrickBreaker — Retro Arcade in x86 Assembly
A full game engine hand-coded in x86 Assembly with direct VGA rendering.
RushHour — Dynamic Passenger Pickup Game in C++
A real-time arcade driving game with escalating difficulty.
MentorMe — Hiring On-The-Go App
A smart mobile platform connecting mentors and talent in real time.
WorkWise — Freelancing Application (Kotlin)
A mobile-first freelancing platform connecting clients and skilled professionals.
Image Classification using AlexNet on CIFAR-10
A deep-learning CNN that classifies 60,000 images across 10 categories.
Bag of Visual Words for Image Classification
Classifying cats, chairs and cameras with SIFT, KMeans, KNN & SVM.
Glaucoma Detection in Retinal Fundus Images
U-Net segmentation of optic cup & disc with automated CDR diagnosis.
Signature Recognition using CNN
Comparing CNN feature learning against classical HOG / SIFT for signatures.
VAE & Simple GAN for Signature Generation
Generating realistic synthetic signatures with a VAE and a GAN.
Hallucination Detection with Logistic Regression
A lightweight, from-scratch classifier flagging factual vs hallucinated summaries.
Word Completion using LSTM
Real-time next-word suggestions from an LSTM trained on Shakespeare.
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