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Advanced Machine Learning Solutions Tailored to Your Needs

At Kodevent, we harness the power of machine learning to transform your data into actionable intelligence. Our experts design, develop, and deploy custom ML models that drive smarter decision-making, automate complex processes, and unlock new business opportunities.

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Our Machine Learning Capabilities

Data Preparation & Feature Engineering

We clean, normalize, and transform your data into high-quality inputs, applying advanced feature extraction techniques to maximize model accuracy and reliability.

Model Selection & Training

Our team evaluates and implements state-of-the-art algorithms — from classical models to deep learning architectures — tailored to your unique problem domain.

Model Evaluation & Optimization

Using rigorous validation and hyperparameter tuning, we ensure your models achieve optimal performance and generalize well to new data.

ML Pipeline Development & Automation

We build scalable, automated workflows for continuous training, deployment, and monitoring of models, enabling seamless integration with your production environment.

Explainability & Fairness

We implement interpretability tools and bias detection to help you understand model decisions and comply with ethical AI standards.

Post-Deployment Monitoring & Maintenance

Our proactive monitoring and retraining strategies ensure your ML solutions stay accurate and robust as data and business contexts evolve.

End-to-End Machine Learning Development

From data ingestion and exploratory analysis to model deployment and continuous improvement, Kodevent provides a full spectrum of ML services. Whether your goal is predictive analytics, natural language understanding, or computer vision, we deliver solutions tailored for scalability and business impact.

Our ML Solutions Portfolio

  • Predictive Analytics

    Forecast trends, customer behavior, or operational outcomes with robust ML models that provide actionable insights.

  • Natural Language Processing

    Enable machines to understand and generate human language for chatbots, sentiment analysis, summarization, and more.

  • Computer Vision

    Leverage image and video analysis for object detection, quality inspection, facial recognition, and automation.

  • Recommendation Systems

    Deliver personalized content and product suggestions to increase engagement and conversions.

  • Anomaly Detection

    Identify unusual patterns in data to detect fraud, defects, or operational risks proactively.

  • Time Series Forecasting

    Model complex temporal data for inventory management, demand planning, and financial predictions.

OptiFleet

Industry: Logistics & Supply Chain

Kodevent developed a custom machine learning model for OptiFleet to optimize route planning and demand forecasting. The solution integrated real-time GPS and inventory data, reducing delivery times by 25% and cutting fuel costs by 18%. Automated alerts for potential delays empowered proactive management, significantly improving operational efficiency.

Our Machine Learning Development Process

We collaborate closely with clients, ensuring transparency and quality at every stage of ML model development.

We begin by understanding your business goals and assessing available data to identify opportunities and constraints.

Early prototypes are developed to validate approaches and select the best algorithms and features.

Using rigorous evaluation metrics, we refine models to balance accuracy, precision, and recall for your use case.

Our engineers implement models in your production environment with seamless integration into existing systems or APIs.

Post-launch, we monitor model performance and retrain models as needed to adapt to new data patterns and maintain effectiveness.

Ready to harness machine learning to accelerate your business?

Mikhail Aksionchyk
Mikhail Aksionchyk
Head of Executive Operations

Share your project vision, challenges, or goals — our ML experts are ready to assist.

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What're the next steps?

  • Submit your project details, and we will quickly reach out to discuss requirements and initiate an NDA to protect your information.
  • Our team will analyze your needs and prepare a detailed proposal including scope, timelines, and resources.
  • We schedule a meeting to align expectations and finalize agreements.
  • Once signed, we kick off development with dedicated focus and agility.

Success Stories

MedIntel

We developed an AI-powered diagnostic assistant for MedIntel that analyzes medical records and imaging data to support clinicians in early disease detection. Leveraging deep learning models and medical ontologies, our solution improved diagnostic accuracy by 30% and reduced analysis time by 40%.

Industry: Healthcare
Market: Global
Team size: 6 engineers
Cooperation: 2022 - present
Technologies and tools: Python, TensorFlow, PyTorch, Kubernetes, Docker, PostgreSQL, REST API

ShopWise

ShopWise’s personalized recommendation engine, powered by machine learning, enhanced customer engagement and increased sales by 22%. Our solution utilized collaborative filtering and natural language processing to deliver highly relevant product suggestions in real time across web and mobile platforms.

Industry: Retail & eCommerce
Market: North America
Team size: 5 engineers
Cooperation: 2021 - present
Technologies and tools: Python, Scikit-learn, TensorFlow, React, AWS, REST API

Technology Stack

At Kodevent, we leverage a broad spectrum of machine learning frameworks, tools, and platforms to build scalable, secure, and high-performance solutions tailored to your needs.

Programming Languages

  • Python
  • R
  • Java
  • Scala
  • Julia

Machine Learning Frameworks & Libraries

  • TensorFlow
  • PyTorch
  • Scikit-learn
  • XGBoost
  • LightGBM
  • Keras
  • OpenCV

Data Engineering & Orchestration

  • Apache Spark
  • Apache Kafka
  • Airflow
  • Hadoop
  • DBT

Our Collaboration Models

We offer flexible engagement models designed to fit your project’s unique demands and your team’s workflow.
Research & Evaluation
Gain a competitive edge by partnering with us for comprehensive data research and customized model evaluations..
Custom ML Development
Build bespoke machine learning models perfectly aligned with your unique business challenges and data environment..
Automated Testing & Validation
Implement robust test suites to ensure model reliability and prevent errors before deployment..
Ongoing Support & Optimization
Receive continuous maintenance, performance tuning, and timely updates to keep your ML systems ahead of the curve..

Ready to Elevate Your Business with Machine Learning?

Contact us today and let’s discuss how ML can drive innovation and growth for your organization.

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