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status: researching
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Open to research collaborations, consulting opportunities, and conversations about AI/ML, medical imaging, and industrial systems.

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GitHub
@Usamarana01
Twitter
@UsamaRajput01
LinkedIn
/in/muhammad-usama-0307aa1ba
Email
work.muhammadusama@gmail.com
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AI/ML Systems

Research & Production Projects

AI/ML systems bridging academic research and industrial applications. From medical imaging to industrial automation and social impact.

Research
shipped
2024

AI-Based Brain Tumor Classification

CNN-based brain tumor detection system achieving 93.2% accuracy on MRI scans. Published research with real-world medical impact potential.

93.2% accuracy • Published research
4512
PythonTensorFlowCNNMedical AIResearch
source
Research
shipped
2024

VAE LSTM Fault Detection

Industrial anomaly detection system for valve failure prediction achieving $2.3M in annual savings. Deployed in production environments.

$2.3M savings • 89% precision • Production deployed
388
PythonVAELSTMIndustrial AI
source
shipped
2024

Medical Imaging AI Platform

Multi-disease classification system supporting X-rays, CT scans, and MRIs with 95%+ accuracy. Comprehensive medical imaging solution.

95%+ accuracy • Multi-modal • Research published
5215
PythonCNNMedical ImagingDeep Learning
source
in-progress
2025

HarmFilter App

Multi-model BILSTM hate speech detection and prevention tool addressing harmful online content in South Asian contexts. Actively educates users to promote respectful online communities.

Multi-dataset training • Real-time detection
00
PythonBILSTMNLPDeep LearningSocial Impact
source
in-progress
2025

FarmGuardian

AI-based decision support system for Punjab farmers. Provides crop disease detection and yield prediction through accessible Urdu interface for illiterate and semi-literate farmers.

Real-time disease detection • Hybrid yield models
00
PythonDeep LearningMobile AIAgriculture
source
in-progress
2025

Eventure

Innovative tourist platform revolutionizing travel in Pakistan with personalized itineraries, real-time security alerts, disaster notifications, and seamless local vendor integration.

Multilingual • Real-time alerts • Vendor integration
00
ReactNode.jsMongoDBReal-timeTourism
source
shipped
2024

Causal AI Anomaly Detection

Advanced anomaly detection system using causal inference achieving 60% reduction in false positives for industrial applications.

60% false positive reduction
296
PythonCausal AIAnomaly Detection
source
shipped
2024

Customer Churn Prediction

ANN-based customer churn prediction system for telecom industry with high accuracy and actionable insights for retention strategies.

215
PythonANNPredictive Analytics
source
shipped
2023

Handwritten Digits Classification

Deep learning model for MNIST handwritten digit recognition achieving state-of-the-art accuracy with optimized architecture.

158
PythonCNNComputer Vision
source