You will get Medical Anomaly Detection: Research-Driven Segmentation & Feature Upscaling
Project details
I spearheaded a research-focused project to develop a high-precision system for detecting minute anomalies in complex imaging. By moving beyond standard models, I implemented advanced Feature Upscaling techniques to ensure that even the smallest pixel-level irregularities are captured with high confidence.
Machine Learning Tools
OpenCV, Python, PyTorchWhat's included
| Service Tiers |
Starter
$400
|
Standard
$450
|
Advanced
$500
|
|---|---|---|---|
| Delivery Time | 5 days | 6 days | 7 days |
Number of Revisions | 1 | 1 | 1 |
Number of Model Variations | 1 | 2 | 3 |
Number of Scenarios | 1 | 2 | 3 |
Number of Graphs/Charts | 2 | 4 | 6 |
Model Validation/Testing | |||
Model Documentation | - | ||
Data Source Connectivity | |||
Source Code |
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AS
Ali Raza S.
Jun 15, 2026
AI video editor - Real Estate clips
About Bisma
Applied AI Systems Architect | Vision, NLP & Intelligent Automation
Islamabad, Pakistan - 8:14 pm local time
▪️Strategy: Identifying the right AI approach for your specific business goal.
▪️Development: Building high-accuracy models (Computer Vision, NLP, GenAI).
▪️Deployment: Packaging everything into fast, secure, and "plug-and-play" APIs (FastAPI, Docker, Cloud).
▪️Visualization: Creating intuitive dashboards (PyQt5) so your team can see results in real-time.
🏗️ I translate advanced Artificial Intelligence into practical tools for industry:
🛡️ Security & Fintech: Advanced AML/CFT screening and biometric verification (fingerprint/facial recognition) to eliminate fraud and ensure compliance.
🏥 Healthcare & Biotech: Precision medical imaging (U-Net/ResNet) for automated anomaly detection, reducing diagnostic overhead.
🛰️ Remote Sensing & GIS: High-accuracy satellite imagery analysis for urban planning, agriculture, and environmental monitoring.
🎨 Next-Gen Media: Generative AI pipelines for automated image editing, background replacement, and Deepfake Detection to protect your brand integrity.
📈 Intelligent Automation: Custom NLP engines that read, categorize, and flag risks in massive datasets, saving thousands of manual hours.
🌟 Proven Impact (Case Studies)
▪️Biometric Security: Developed a touchless fingerprint system with 97.3% accuracy, outperforming traditional scanners in speed and hygiene.
▪️Financial Compliance: Built an automated screening engine that processed 50,000+ high-risk entities, flagging potential threats with advanced fuzzy matching.
▪️Medical Research: Engineered a kidney anomaly detection system using deep learning, significantly improving the speed of medical data interpretation.
🧠 Why Partner With Me?
▪️Business First, Code Second: I focus on ROI. If a simple automation works better than a complex neural network, I’ll tell you.
▪️Production-Ready: My systems are built for the "real world" they are fast, secure, and easy to maintain.
▪️Transparent Communication: I explain the "black box" of AI in plain English, keeping you informed at every milestone.
📬 Ready to automate your growth?
If you have a project that requires a blend of high-level math and battle-tested engineering, let’s talk.
Let’s turn your data into your greatest competitive advantage.
Steps for completing your project
After purchasing the project, send requirements so Bisma can start the project.
Delivery time starts when Bisma receives requirements from you.
Bisma works on your project following the steps below.
Revisions may occur after the delivery date.
Collection of appropriate dataset and pre-processing