About Us

Novation is a premier AI/ML consulting and implementation firm

Innovative Technology Consulting for Energy and Critical Asset Optimization

Novation is committed to delivering AI solutions for the energy sector and critical infrastructure, specializing in energy optimization, predictive maintenance, threat modeling, and risk mitigation. Through advanced analytics and machine learning, our team harnesses innovative technologies to drive impactful, transformative outcomes for our clients."

Client-Centric Relationships

At Novation, we prioritize building strong and collaborative relationships with our clients. We believe that open communication and transparency are the foundation of successful partnerships, and we are committed to understanding and addressing the unique needs of each client.

Extensive Industry Experience

With years of experience in implementing AI solutions in the energy industry, Novation brings a wealth of knowledge and expertise to every project. We have successfully delivered innovative solutions and have a proven track record of helping organizations achieve their strategic objectives.

Founder Bio

Mr. Agim Takon is a seasoned Data Scientist, Machine Learning Engineer, and the Founder of Novation Ltd., a consulting firm specializing in AI-driven solutions for the energy, utilities, and critical infrastructure sectors. With a diverse background in machine learning, data science, and advanced analytics, Mr. Takon has spent over 10 years implementing transformative AI and machine learning models across multinational corporations, significantly enhancing operational efficiency, risk mitigation, and infrastructure resilience. His passion for leveraging technology to solve real-world problems has positioned him as a thought leader in AI, particularly in the energy and utilities sectors.

Professional Expertise

AI & Machine Learning Models: Expertise in designing, implementing, and optimizing AI models for predictive maintenance, anomaly detection, and data-driven decision-making.

Cloud Computing & Data Platforms: Proficient in utilizing cloud platforms like Microsoft Azure, AWS, and Google Cloud for scalable machine learning solutions and data analytics.

Data Science & Analytics: Specializing in statistical analysis, big data processing, and integrating IoT with AI models to enhance real-time monitoring systems.

Energy Sector Focus: Significant experience working with energy companies to develop AI-powered risk detection and predictive maintenance systems that optimize infrastructure management and reduce unplanned downtimes.

Domain Expertise: Successful projects across industries including oil & gas, utilities, manufacturing, and healthcare, helping companies streamline operations, reduce costs, and improve safety.

Professional Certifications & Skills

Applied AI, Data Science & Machine Learning:

Cognitive Class AI Certifications – Completed specialized training in Big Data, Python for Data Science, and Core Data Science methodologies..
Modeling & Optimization – Uses tools like Spark MLlib, SKLearn, Prophet, ARIMA, and TensorFlow for advanced model development.

Cloud Computing & Infrastructure Engineering

Microsoft Certified Professional – Skilled in deploying and managing cloud-based systems using Azure services like Synapse Analytics, Azure ML, and Azure Data Factory.
AWS Platform Proficiency – Demonstrated expertise with Amazon Redshift, Glue, S3, EC2, and Athena for scalable data pipelines and analytics workflows.
Oracle 10g Database Administrator – Strong foundation in enterprise-grade database administration and performance tuning.

Networking, IoT & Systems Integration:

Cisco Certified Network Associate (CCNA) – Solid grounding in routing, switching, and network security to support IoT and edge-based AI systems.
Pilot Certification for RPAS – Enables drone-based data acquisition for geospatial analysis and remote infrastructure monitoring.
AutoCAD & System Mapping – Technical drafting and infrastructure planning capabilities supporting engineering and asset intelligence systems.

Enterprise IT Management & Service Delivery

ITIL Foundation Certificate in IT Service Management – Familiar with ITSM best practices, enhancing AI solution delivery within structured IT operations.
ServiceNow Fundamentals – Capable of integrating ServiceNow workflows into broader analytics and asset management ecosystems.

Data Visualization & Analytical Reporting

Tableau A-Z Certification (Udemy) – End-to-end dashboard creation for AI outputs and business performance metrics.
Proficiency with BI Tools – Power BI, Amazon QuickSight, Tabular Editor, and Excel for generating real-time insights and executive reporting.

Database, Scripting & Fundamentals

SQL Fundamentals (SoloLearn) – Strong querying, data extraction, and data manipulation skills across PostgreSQL, MySQL, and Microsoft SQL Server environments.
Hands-On Scripting – Practical use of Python, SQL, and Shell scripting for automation, model training, and API integration.