About

AI, Data, and Cloud Solutions

We are a specialized technology consulting firm delivering cutting-edge ML, Voice AI, Agentic AI, Data Architecture, and Cloud Solutions to leading organizations across the UK. With over 15 years of commercial experience, we combine deep technical expertise with practical business acumen to drive measurable results for our clients.

Who We Are

Led by Dr. Shaswar Baban, PhD in Machine Learning and Certified AWS Solutions Architect, our company brings over 15 years of commercial experience to every project. We specialise in Voice and Agentic AI solutions, transforming complex data challenges into scalable, production-ready solutions that deliver tangible business value.

Our Approach

We understand that every organization has unique challenges. Our methodology combines strategic consulting, architecture design, agile delivery, and knowledge transfer to ensure sustainable success:

  • Strategic Consulting: Understanding your business objectives and technical requirements to align technology with business goals
  • Architecture Design: Creating scalable, secure, and efficient solutions that stand the test of time
  • Agile Delivery: Rapid prototyping and iterative development to deliver value quickly
  • Knowledge Transfer: Ensuring your team can maintain and extend solutions after delivery

Proven Track Record

Our success with leading UK organizations demonstrates our capability to deliver in complex, high-stakes environments:

  • Voice AI Leadership: Led Voice AI platform delivery for DSIT/DVLA with Google DeepMind, architecting scalable conversational AI and speech recognition systems for government digital services
  • 10x Efficiency Gains: Architected metadata automation systems reducing processing time by 10x at NHS Digital
  • Production ML at Scale: Built and deployed 25+ ML models analyzing 10+ million requests monthly for HMRC fraud prevention
  • Enterprise Architecture: Delivered data flow architectures and operating models for major government departments
  • Deep Learning Solutions: Developed advanced Seq2Seq LSTM models for time-series prediction and brand-safety AI
  • Compliance & Security: Led HIPAA compliance assessments and data privacy investigations for healthcare organizations

Technical Capabilities

Cloud & Infrastructure: AWS (EC2, S3, RDS, SageMaker, QuickSight, Athena, IAM, CloudWatch), Google Cloud Platform, Heroku, Docker, Jenkins, Airflow, Kubernetes, Infrastructure as Code

Data & Machine Learning: Python, PySpark, Pandas, NumPy, TensorFlow, Keras, scikit-learn, SQL, PostgreSQL, Elasticsearch, Grafana, Collibra, Databricks, Snowflake, HUDI

Voice AI, Agentic AI & NLP: Speech recognition, text-to-speech, conversational AI, agentic AI systems, autonomous AI agents, natural language processing, voice-enabled interfaces, speech-to-text systems, AWS Transcribe, AWS Polly, and custom Voice AI architectures

Development & Architecture: Django, JavaScript, HTML5, CSS, RESTful APIs, Archimate, Microservices Architecture, MS Power Automate

Industry Expertise

We've successfully delivered projects across healthcare, government, legal tech, fraud prevention, retail, pharma, life sciences, AI scale-ups, social media, and marketing/advertising. Our experience spans both large enterprise organizations and fast-paced startups, giving us the flexibility to adapt to any environment.

Why Choose Us?

  • Proven Results: Track record of delivering measurable business outcomes for NHS, HMRC, Home Office, DSIT, and other leading organizations
  • End-to-End Solutions: From strategic consulting and architecture design to implementation, deployment, and ongoing monitoring
  • Business-Focused Approach: We translate complex technical concepts into business value and ensure stakeholder alignment
  • Certified Expertise: AWS Solutions Architect certification, PhD in AI, and award-winning academic credentials
  • Agile & Responsive: Experience with both enterprise and startup environments, able to work at pace
  • Knowledge Transfer: We ensure your team can maintain and extend solutions after delivery

Leadership

Our company is led by Dr. Shaswar Baban, Chief AI Architect and Founder of A1 Ergotech. He holds a PhD in Machine Learning from King's College London, AWS Solutions Architect certification, and over 15 years of experience across government, healthcare, research and enterprise sectors. He specialises in Voice and Agentic AI solutions and has led voice AI platform delivery for DSIT/DVLA with Google DeepMind. Previously at NHS England, HMRC, Home Office and HRA, he has architected and led multi-million digital transformation projects, driving strategic AI adoption across UK government departments. Dr. Baban has published research in international conferences and journals, bringing both academic rigour and practical business acumen to every engagement.

Speaking & Thought Leadership

Dr. Baban is an active speaker and thought leader in the AI community, sharing insights on Voice AI, Agentic AI, and digital transformation at industry events including The GovTech Summit 2026.

Connect

Connect with us on LinkedIn for updates and insights:

Explore our services, view our portfolio, or get in touch to discuss your project.

Services

We deliver comprehensive technology consulting services across AI, Data Science, Architecture, and Cloud domains. Our services are grounded in proven methodologies and real-world experience delivering production systems for leading UK organizations.

🤖 AI & Machine Learning

Transform your data into intelligent systems that drive business value. From deep learning models to production ML pipelines, we build scalable AI solutions that process millions of requests and deliver measurable outcomes.

  • Voice AI, Agentic AI & Speech Recognition: Delivering Voice AI and Agentic AI solutions including natural language processing, speech-to-text, text-to-speech, autonomous AI agents, and conversational AI systems for government and enterprise applications
  • Deep Learning Development: Custom neural networks including Seq2Seq LSTM models, CNNs, and transformer models
  • Production ML Systems: Deploy 25+ models at scale, processing 10+ million requests monthly
  • ML Pipeline Development: End-to-end pipelines from data ingestion to deployment and monitoring
  • Big Data Processing: PySpark solutions for processing terabytes of data
  • Real-time Analytics: Streaming data processing and real-time dashboards
  • AWS SageMaker: Model development, training, and deployment on AWS
  • Fraud Detection: ML algorithms for data validation and fraud prevention

📊 Data Architecture & Governance

Build the foundation for data-driven decisions. We design enterprise-grade data architectures that unlock the value of your data assets while ensuring quality, security, and regulatory compliance across your entire data landscape.

  • Metadata Architecture: Data catalogs, operating models, and metadata management systems
  • Data Flow Architecture: End-to-end pipeline design and automation
  • Trusted Research Environments: Secure data access and dataset onboarding automation
  • Data Governance Frameworks: Policies, procedures, and governance programs
  • Compliance & Security: HIPAA, GDPR assessments and data privacy investigations
  • Data Quality Management: Validation rules, monitoring systems, and quality frameworks
  • Data Cataloging: Implementation using Collibra and similar platforms

☁️ Cloud & Infrastructure

Scale securely and efficiently with cloud-native solutions. From AWS architecture to full-stack applications, we design and implement scalable infrastructure that supports your business growth while optimizing costs and ensuring security.

  • AWS Solutions Architecture: Certified expertise in EC2, S3, RDS, SageMaker, Lambda, and more
  • Cloud Data Platforms: Data lakes, warehouses, and analytics platforms
  • Infrastructure as Code: Automated provisioning and management
  • CI/CD Pipelines: Jenkins, Docker, and containerization solutions
  • Full-Stack Development: Python, Django, PostgreSQL, JavaScript applications
  • Technical Leadership: Strategy, team leadership, and stakeholder management
  • Cloud Cost Optimization: Cost-effective resource utilization strategies

🎯 Technical Leadership & Consulting

Beyond technical implementation, we provide strategic guidance and hands-on leadership to ensure your projects succeed. From technology planning to team leadership, we help organizations navigate complex technical challenges.

  • Technical Strategy: Technology planning, architecture roadmaps, and digital transformation consulting
  • Team Leadership: Leading teams of data engineers and data scientists, mentoring junior analysts
  • Stakeholder Management: Presenting technical solutions to C-level executives and business stakeholders
  • Product Development: Technical lead and architect for metadata products and data platforms
  • Documentation & Knowledge Transfer: Comprehensive technical documentation and training programs

Ready to discuss your project? Get in touch for a consultation.

Portfolio

We are proud to have delivered successful projects for leading organizations across healthcare, government, retail, and technology sectors. Our track record demonstrates our ability to work with complex, high-stakes environments and deliver measurable business outcomes.

Department for Science, Innovation and Technology

DSIT / DVLA

Technical Lead - Voice AI Platform with Google DeepMind

Led Voice AI platform delivery for DSIT/DVLA in collaboration with Google DeepMind, architecting scalable cloud infrastructure, natural language processing systems, and AI-powered voice solutions for government digital services. Drove technical strategy for speech recognition, conversational AI, and voice-enabled user interfaces.

NHS Digital

NHS Digital

Data Architecture & Tech Lead

Architected and implemented automated metadata systems for the Trusted Research Environment (TRE), reducing dataset onboarding time by 10x. Built data flow architectures and operating models for healthcare datasets across NHS Trust Hospitals.

HMRC

HMRC

HM Revenue & Customs - Lead Data Scientist

Developed and deployed 25+ production ML models for fraud prevention, analyzing 10+ million API requests monthly. Built real-time dashboards and automated data governance reporting systems for VAT and Self-Assessment channels.

Home Office

Home Office

UK Government

Delivered data architecture and analytics solutions for critical government systems, ensuring security, compliance, and scalability for high-stakes operational environments.

Health Research Authority

HRA

Health Research Authority

Provided data governance and compliance solutions for health research data, ensuring adherence to regulatory requirements and best practices in healthcare data management.

Apperio

Apperio

Legal Tech - Lead Data Scientist

Developed deep learning Seq2Seq LSTM models on AWS SageMaker for legal spend and invoice date prediction. Led database documentation and presented solutions to C-level executives, delivering actionable insights for legal cost management.

Tesco

Tesco

Retail & E-commerce

Delivered data analytics and machine learning solutions for retail operations, optimizing supply chain, customer analytics, and business intelligence for one of the UK's largest retailers.

Benevolent AI

Benevolent AI

AI Life Sciences (formerly Stratified Medical)

Delivered AI and machine learning solutions for this prominent life science intelligence scale-up, supporting their mission to accelerate drug discovery and scientific research. We developed and implemented advanced AI systems leveraging knowledge graphs and proprietary ontologies to enhance R&D decision-making and streamline pharmaceutical research processes.

Key Achievements

  • Voice AI Leadership (DSIT/DVLA): Led Voice AI platform delivery with Google DeepMind, architecting scalable conversational AI, speech recognition, and voice-enabled interfaces for government digital services
  • 10x Efficiency Improvement (NHS Digital): Architected and implemented automated metadata systems for the Trusted Research Environment (TRE), reducing dataset onboarding time by 10x and enabling faster access to healthcare datasets across NHS Trust Hospitals
  • Production ML at Scale (HMRC): Developed and deployed 25+ production ML models analyzing 10+ million API requests monthly for fraud prevention across VAT and Self-Assessment channels, with real-time processing and monitoring
  • Enterprise Data Architecture (NHS Digital): Built comprehensive data flow architectures and operating models for healthcare datasets, establishing governance frameworks and data quality management systems
  • Deep Learning Innovation (Apperio): Developed advanced Seq2Seq LSTM models on AWS SageMaker for legal spend and invoice date prediction, delivering actionable insights for C-level executives and transforming legal cost management
  • Real-Time Analytics (HMRC): Built real-time dashboards and automated data governance reporting systems, enabling proactive fraud detection and operational insights
  • Compliance & Security Leadership: Led HIPAA compliance assessments and data privacy investigations for healthcare organizations, ensuring regulatory adherence and data protection
  • Government Digital Transformation: Successfully delivered critical data architecture and analytics solutions for DSIT/DVLA, Home Office, and HRA, ensuring security, compliance, and scalability for high-stakes government operations
  • Team Leadership & Knowledge Transfer: Led teams of data engineers and data scientists, mentored junior analysts, and ensured sustainable solutions through comprehensive documentation and training programs
  • Stakeholder Management: Successfully presented technical solutions to C-level executives and business stakeholders, translating complex AI and data concepts into business value and strategic outcomes
  • Cloud Infrastructure Excellence: Designed and implemented scalable AWS cloud architectures, optimizing costs while ensuring high availability and security for production ML systems
  • Retail Analytics (Tesco): Delivered data analytics and machine learning solutions optimizing supply chain, customer analytics, and business intelligence for one of the UK's largest retailers

Contact us to discuss how we can help with your next project.

Testimonials & Credentials

Here's what colleagues and clients say about working with us:

"I had the pleasure of working alongside Shaswar at the NHS for several years. Our primary objective was to develop a data loss prevention tool, a tailored solution aimed at scanning large datasets for identifiable data while also providing other valuable metadata. Shaswar brought his vast expertise in advanced artificial intelligence technologies to the table. He oversaw every aspect of design and development, from defining features to testing with clients. His ability to convey intricate technical ideas to business users was remarkable. I wholeheartedly recommend Shaswar; his strategic insight and technical guidance have greatly benefited the NHS. Furthermore, his strong work ethic and commitment serve as a source of inspiration for the entire team."

— Tony Burton
Delivery Lead, NHS

"I had the pleasure of collaborating with Shaswar on a project, and his attention to detail was truly impressive. He was committed to ensuring the product met expectations and was future-proof. Always proactive and dedicated, I highly recommend Shaswar for any team looking for someone meticulous and passionate about delivering an excellent product."

— Ander L.
Data Engineer

View more recommendations on LinkedIn

Certifications

AWS Certified Solutions Architect – Associate

Amazon Web Services (AWS)
Issued: July 2020
Validated expertise in designing distributed systems on AWS, including compute, storage, networking, and security services.

Education & Qualifications

  • PhD in Machine Learning - King's College London
  • MSc in Mobile, Personal and Satellite Communications - Merit-Based Scholarship
  • Published Researcher - International conferences and peer-reviewed journals

Get In Touch

We're available for consulting contracts in AI, Data Science, Architecture, and Cloud Solutions. Whether you need help with machine learning models, data architecture design, cloud migration, or full-stack development, let's discuss how we can help your organization.

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