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Stealth Startup

Vector-Based Product Search

Vector-based product search engine built with Elasticsearch and transformer embeddings, improving search relevance by 35–45% across the catalog.

ElasticsearchTransformersPython
Company project
Stealth Startup

RAG Recipe Copilot

LLM-driven recipe feature powered by RAG: enter a dish name and get a recipe with ingredients semantically matched to supermarket products and added straight to the cart.

RAGPythonElasticsearch
Company project
Stealth Startup

Multi-Retailer Web Scrapers

Real-time web scrapers for Coles, Aldi, IGA and Woolworths that keep thousands of product listings fresh and complete.

PythonREST APIs
Company project
Stealth Startup

Product Normalization Pipeline

Product normalization pipeline that cleans messy product names and generates embeddings to improve search ranking and product grouping.

PythonTransformers
Company project
Add Life Technologies

Real-Time Body Tracking

Real-time body tracking app integrating MediaPipe with Unity, tuned for mobile deployment with a 40% latency reduction.

MediaPipeUnity
Company project
Add Life Technologies

Cross-Platform AI Mobile App

Cross-platform AI-powered mobile app with a FastAPI backend and Flutter front end for seamless real-time video streaming.

FastAPIFlutter
Company project
Vyro

ImagineArt Model Serving

Bespoke ML serving architecture for ImagineArt: 30+ models, up to 20M requests/day and 99.5% uptime on FastAPI, Docker and Kubernetes.

FastAPIDockerKubernetes
Company project
Vyro

Phototune on Triton

Triton Inference Server deployment for Phototune (10M+ downloads), optimized for a 2–3 second response time.

Triton Inference ServerDocker
Company project
Vyro

AvatarMe Serverless Training

Docker-based serverless architecture for on-demand avatar training using Runpod and AWS, cutting turnaround from hours to 15 minutes.

DockerAWS
Company project
Vyro

Stable Diffusion Python SDK

Python SDK for hosting any Stable Diffusion workflow in production, cutting feature-hosting time by 80% through reuse.

Stable DiffusionPython
Company project

ApplyGraph

Session-based agentic AI job copilot using FastAPI, LangGraph and PostgreSQL + pgvector to analyze job fit, tailor resumes, draft outreach and persist semantic memory across chat threads.

FastAPILangGraphPostgreSQL
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MergeWise

AI-powered pull request reviewer combining RAG with FAISS-based context retrieval, LLM reasoning and GitHub Checks, run inline or via a Celery/Redis queue.

RAGFAISSFastAPI
View code

AutomateIt

Home automation system using a CNN and React Native, recognizing Urdu voice commands with over 85% accuracy to control household appliances.

CNNReact NativeMongoDB
View code

Temporal Financial Forecasting

Deep learning pipeline for multi-horizon financial time-series forecasting with RNNs, GRUs and LSTMs. The best GRU model reaches RMSE ≈ 0.024.

PyTorchPython
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CNN Benchmark Suite

Modular PyTorch framework for benchmarking CNN architectures (ResNet-18, MobileNetV2, GoogLeNet, AlexNet) with grid search over optimizers and hyperparameters.

PyTorchPython
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Clinical Risk Prediction

End-to-end binary classification pipeline for clinical risk detection, with SMOTE class-imbalance correction and ROC-AUC/confusion-matrix evaluation.

PyTorchScikit-learn
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