Engineered.
Production AI, data, and cloud systems for enterprises that can't afford to fail.
Trusted By
Elite consultancy across three pillars of modern technology
AI & Machine Learning
LLM integrations, agentic workflows, guardrails, and production-grade AI systems that deliver measurable impact.
- LLM & Agentic Systems
- AI Safety & Guardrails
- Model Fine-tuning
- RAG Architectures
Data & Analytics
ETL pipelines, data warehouses, and analytics platforms built on modern stacks like Athena, BigQuery, and Databricks.
- ETL Pipelines
- Data Warehousing
- Real-time Analytics
- BI Dashboards
Cloud Engineering
Scalable cloud infrastructure on AWS, GCP, and Azure with DevOps automation and infrastructure as code.
- AWS/GCP/Azure
- DevOps & CI/CD
- Infrastructure as Code
- Cost Optimization
From Idea to Intelligence
We're a boutique consultancy that partners with startups and enterprises to build AI, data, and cloud systems that actually work in production.
No buzzwords. No PowerPoint consultants. Just engineers who ship.
Move Fast
From prototype to production in weeks, not months. We ship production-grade systems at startup speed.
Build Right
Enterprise-grade security, scalability, and reliability baked in from day one. No technical debt.
Deliver Impact
Every line of code serves a business goal. We measure success in ROI, not just deployment.
14 months of focused execution
Founded
London HQ established
First Scale
Enterprise clients secured
Global
Scaled across the globe for clientele and partnerships
Growth Stage
Listed companies, Series A-B startups
Strategic Position
Strategic equity partnerships with high-growth ventures
Deep Technical Expertise
Comprehensive capabilities across the modern technology stack
DevOps & CI/CD
- GitHub Actions
- GitLab CI
- Docker
- Monitoring
- Auto-scaling
- Blue-Green Deploy
Security & Compliance
- GDPR Compliance
- SOC 2
- Penetration Testing
- IAM
- Encryption
- Audit Logging
Analytics & BI
- Dashboards
- Looker/Tableau
- Metabase
- Data Visualization
- KPI Tracking
- Predictive Analytics
Projects Delivered
Active Clients
Global Offices
Records Processed Daily
Production-ready systems that deliver measurable impact
Care Portfolio Intelligence Dashboard
Health Investor • Social Care Analytics
Built a portfolio monitoring dashboard integrating CQC, ONS, and regional health data via Athena and QuickSight, surfacing live KPIs for investors across 3,000+ care homes.
Impact
- 3,000+ assets monitored
- Real-time KPI updates
- 2× faster decision cycles
AI Property Investment Copilot
Tekniti.ai • PropTech & Real Estate
Built an AI copilot that analyses UK property and location data to generate investment reports, yields, and thematic insights using natural language prompts.
Impact
- 50+ UK data sources integrated
- Automated PDF reports in seconds
- Early pilots with council & government partners
Interactive Town Centre Intelligence Tool
Croydon Council (Violence Reduction Network) • Public Sector & Urban Analytics
Built an interactive mapping platform that visualises and monitors crime, ASB, homelessness, and enforcement activity across the Town Centre, integrating council and police datasets.
Impact
- 6+ data sources integrated
- Real-time spatial visualisations
- Informed community safety initiatives
From government agencies to leading enterprises and innovative startups across 4 continents
Industries We Serve
Higher Education
Universities & Research Institutions
Government & Public Sector
National & Local Government
Enterprise & Fortune 500
Large-scale Organizations
AI & Technology
Tech Companies & Startups
Healthcare & Services
Healthcare Tech & Professional Services
Active Engagements by Type
AI/ML Systems
LLM Integration, Model Fine-tuning
Data Infrastructure
ETL Pipelines, Data Warehouses
Cloud Architecture
AWS, GCP, Azure Deployments
Product Development
MVPs, Full-stack Applications
Representative Clients
Representing a selection of our clients • Additional clients confidential under NDA • Active across 20+ projects
Global Operations
Strategically positioned across continents to serve clients 24/7
Our Offices
London Headquarters
United Kingdom
30 Aldwych, London WC2B 4BG
Singapore
Singapore
Coming Soon!
Colombo
Sri Lanka
No 32, Park Road, Colombo 05
Client Network
UK
9 active clients
Singapore
3 active clients
Australia
1 active client
Sri Lanka
1 active client
Operating since 2023 • 15+ active partnerships • 4 continents • 24/7 support
Open Ecosystem of Alliances
We believe in open ecosystems, not silos. Bayseian's open system of alliances connects the most advanced AI and cloud technologies to deliver adaptable, future-ready solutions. From compute to cognition.
End-to-end AI & Cloud delivery built on an open technology ecosystem
Built by operators who understand both the technology and the business
Aamir blends engineering precision with founder urgency. A King's College London alumnus in Electrical Engineering and Computer Science, his career spans sectors and continents - from automating agricultural data to architecting AI copilots and data intelligence platforms used by investors, councils, and healthcare providers.
At Bayseian, he leads global AI and data initiatives across PropTech, HealthTech, and PrivacyTech, helping enterprises and startups alike turn complexity into clarity.
Aamir combines technical depth with commercial instinct, equally at home debugging architecture or pitching strategy, and is known for his bias toward action and clarity in execution.
Adnan went from academic labs to startup war rooms, leading machine learning at Cambridge Cancer Genomics (YC S21) through its exit to Dante Labs. With a Cambridge PhD in Data Science and a background in AI Ethics, he brings intellectual depth and startup execution together.
Now CTO at Bayseian, he's building the frameworks, data pipelines, and AI models that help enterprises adopt innovation responsibly without losing speed.
Deep dives into AI, data engineering, cloud architecture, and product development from our engineering teams
Engineering for Growth: Building Software from MVP to Series A and Beyond
A comprehensive guide to technical strategy and architecture decisions at each startup stage - MVP, pre-seed, seed, and Series A. Learn what to build, what to defer, and how to scale intelligently.
vLLM and Parallelized Inference: Scaling LLM Serving to Production
Deep dive into vLLM architecture, continuous batching, PagedAttention, tensor parallelism, and advanced techniques for serving large language models at scale with optimal throughput and latency.
Erasure Coding in Distributed Storage: Mathematics, Implementation, and Trade-offs
Comprehensive exploration of erasure coding techniques, Reed-Solomon codes, storage efficiency, fault tolerance mathematics, and practical implementation in systems like HDFS, Ceph, and S3.
Deploying Production LLMs with AWS Bedrock: A Complete Guide
Learn how to architect, deploy, and scale large language models in production using AWS Bedrock, covering cost optimization, security, and performance best practices.
Optimizing Apache Spark on AWS EMR for Petabyte-Scale Data Processing
Deep dive into performance tuning Spark clusters on EMR, memory management, partitioning strategies, and cost reduction techniques for processing massive datasets.
Modern Distributed Computing Patterns: From Theory to Practice
Explore distributed systems architecture patterns including MapReduce, actor models, event sourcing, and CQRS with real-world implementation examples.
Building MVPs in 2025: AI-First Development Strategies
How to leverage AI tools, no-code platforms, and modern frameworks to ship production-ready MVPs in weeks, not months. Lessons from 50+ successful launches.
Everything you need to know about Bayseian and our services
Ready to Build?
Let's discuss how we can help you build AI, data, and cloud systems that scale with precision.
Trusted by startups and enterprises across London, New York, Singapore, and beyond