Algoritmos Jobs

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.

I have a stream of raw speed-statistic feeds for every runner in a race. Your task is to turn that numerical flow into a robust set of mathematical formulas inside MATLAB or Wolfram Mathematica, then wire the results straight back into the program so they update in real time. Core objectives • Model performance prediction, race-outcome analysis, and live data integration from the same speed dataset. • Build intuitive ON/OFF or slider-based toggles that let me recalibrate individual coefficients instantly while the program is running. • Keep every calculation transparent and easy to tweak; clear documentation of each variable, assumption, and transformation matters as much as the code itself. I’m after someone who has already handled similar high-frequency sport...

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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Project Overview We are building a proprietary algorithmic trading system hosted on Google Cloud Platform (GCP), using Interactive Brokers (IB) as the brokerage for live market data and order execution. This is a serious, long-term project — Phase 1 is the foundation that all future phases will be built on. We need a skilled developer who has hands-on experience with the Interactive Brokers API (TWS API / IB Gateway), GCP infrastructure, and Python-based financial data systems. You will set up the cloud environment from scratch, build the IB connectivity layer, create the Python database, and deliver clean, documented, production-quality code. This is not a one-off script job. You are building infrastructure that will run live capital. Reliability, security, and documentation are n...

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We are seeking a high-caliber professional with a background in Theoretical Physics, Pure Mathematics, or Information Theory to assist in the conceptual validation of a new computational paradigm. This is a stealth-mode project. No technical details (algorithms, hardware, or frameworks) will be disclosed publicly. We are not looking for a "coder," but for a mind capable of handling abstract algebraic structures and complex systems. Requirements: • PhD or Master’s Degree in Physics or Mathematics. • Deep understanding of Graph Theory or Statistical Mechanics. • Ability to sign a strict Mutual NDA before any technical deep-dive. HOW TO APPLY (Read Carefully): To filter out automated bot proposals, you MUST follow these two steps, or your application will be ign...

I’m building a complete AI-driven platform that trades listed options for me end-to-end. The engine has to recognise and act on the full range of strategies I use—straight buying or selling of calls and puts, multi-leg spreads, straddles, strangles, and any automatic strategy the model itself flags as favourable. Core capabilities I need • Real-time market analysis that fuses live quotes with historical time-series data, news feeds, social-media sentiment and technical indicators such as Wave Trend, VWAP and similar momentum tools. • Automated trade execution through a broker API, with order staging, smart routing and position monitoring. • Built-in risk management covering position sizing, max-loss cut-offs, volatility shocks and margin checks before any or...

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