Algorithm Jobs

I need help to reduce overfitting in my hybrid vision transformers/CNN model for prostate cancer classification. Current setup: - Training on medium resolution image data - Data augmentation applied, but only one technique Ideal skills and experience: - Strong background in deep learning, especially with vision transformers and CNNs - Expertise in image data processing and augmentation techniques - Experience with model optimization and overfitting reduction

I'm looking for a developer to create a medical readiness tracker for a military unit. This tool will help us upload specific reports and sort, compute, and identify deficiencies. Key requirements: - Upload specific reports via batch file uploads - Sort and compute inputs to a roster - Identify deficiencies: - Medical exams overdue - Dental exams overdue - Medical profiles - Calculate metrics like percentage of readiness Ideal skills and experience: - Strong background in data management and software development - Experience with batch file processing - Familiarity with military medical requirements is a plus - Proficient in creating sorting and computation algorithms Can provide live examples of the imports will be using. At this time Planning on copying and pasting imports...

I'm looking for a developer to create a medical readiness tracker for a military unit. This tool will help us upload specific reports and sort, compute, and identify deficiencies. Key requirements: - Upload specific reports via batch file uploads - Sort and compute inputs to a roster - Identify deficiencies: - Medical exams overdue - Dental exams overdue - Medical profiles - Calculate metrics like percentage of readiness Ideal skills and experience: - Strong background in data management and software development - Experience with batch file processing - Familiarity with military medical requirements is a plus - Proficient in creating sorting and computation algorithms Please provide examples of similar work done.

I’m running a head-to-head study of several classic and deep-learning classifiers—KNN, Logistic Regression, linear SVM, Kernel SVM, and a simple feed-forward Neural Network—using both the original MNIST digits and the Fashion-MNIST images. I want the two datasets treated with equal weight so that any conclusions hold across handwriting and apparel imagery alike. Before training, every image batch must pass through Normalization and Feature Scaling, and I’d like to see creative yet reasonable Data Augmentation (rotations, shifts, noise, etc.) applied consistently to both datasets so we can observe how each model copes with expanded variability. For each classifier, I need precision, recall, and F1-score reported per class and averaged (macro and weighted). Beyond r...

I'm looking for an experienced developer to create an AI trading robot focused on the Forex market. The robot should implement a day trading strategy. Ideal skills and experience: - Expertise in Forex trading - Experience in developing AI trading algorithms - Strong background in day trading strategies - Proficiency in relevant programming languages (Python, R, AI etc.) - Ability to backtest and optimize trading models - Knowledge of risk management techniques - Able to link to outsource indicator to open and close trade - Project fee is highly negoitabe , depends on your contribition (entry price is just for reference) Please include your relevant experience in your application.

assistance in sorting and converting large amount of emails to pdf with clickable links fo r attachments

I'm seeking an experienced ROS2 developer to implement navigation and path planning for a robot in mixed environments (both indoor and outdoor). The project is urgent and needs to be completed as soon as possible. Key Requirements: - Develop robust navigation algorithms - Ensure reliable path planning in mixed environments - Integrate with existing ROS2 framework - Test and validate in real-world scenarios Ideal Skills: - Proficiency in ROS2 - Strong background in robotics navigation - Experience with mixed environment challenges - Ability to meet tight deadlines - experience with clear path jackal robot is good Please provide examples of similar work done and your estimated timeline for completion.

I need a YOLOv8 model trained to detect and classify approximately 12 types of fishing vessels from provided images. The dataset will be in YOLO/COCO format. Requirements: - Target accuracy: ~90%+ - Input image resolution: 1280x1280 - Performance metrics: Precision, Recall, F1 Score - Inference optimization: Balanced between speed and accuracy Deliverables: - Trained weights (.pt) - Training script - Inference code Ideal Skills & Experience: - Expertise in YOLOv8 and PyTorch - Experience with object detection and model training - Familiarity with performance metrics and optimization techniques

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Explicit Filtering Phase project as discussed in chat for phrase detection and resultant redirect.