Technology services
that drive results
From AI strategy to software development, IoT, cloud infrastructure, and product prototyping, Cestrum helps turn technical ideas into practical systems.
Focused technical services across AI, software, IoT, cloud, and product development.
Practical technical support for companies, founders, and research-focused teams building intelligent systems, digital products, and applied AI platforms.
AI & Machine Learning
Custom AI solutions that transform your data into strategic intelligence and automated workflows.
- Large Language Model fine-tuning
- Computer vision & NLP systems
- Predictive analytics & forecasting
- AI-powered automation pipelines
- RAG & vector database systems
Scientific AI & Computational Discovery
Research-stage AI workflows for computational discovery, including molecular input processing, candidate generation, structural screening, docking review, catalytic geometry evaluation, and technical data-package preparation.
- Molecular and substrate input review
- AI-assisted candidate generation workflows
- Structural screening and foldability review
- Docking and binding analysis support
- Catalytic geometry and validation planning
Causal AI & Decision Intelligence
Causal AI workflows for discovering, analyzing, and reasoning over cause-and-effect relationships in complex data. This service supports causal structure exploration, graph-based reasoning, scenario analysis, and decision-support systems.
- Causal structure discovery
- Graph-based reasoning workflows
- Scenario and intervention analysis
- Decision-support model design
- UCMT-based causal AI system planning
Web & Software Engineering
Scalable and maintainable software built with modern frameworks and engineering best practices.
- React, Next.js, Vue.js frontends
- Python FastAPI & .NET backends
- Web, mobile, and SaaS application development
- API design & microservices
- Performance optimization
Data Science & Analytics
Turn raw data into competitive advantage with advanced analytics and real-time intelligence.
- BI dashboards & data visualization
- ETL pipelines & data warehousing
- Statistical modeling & simulation
- Real-time streaming analytics
- Data governance frameworks
Cloud & Backend Infrastructure
Cloud architecture, backend systems, and DevOps automation — designed for scalable, reliable, and maintainable production environments.
- AWS, Azure, GCP architecture
- Kubernetes & Docker orchestration
- Terraform infrastructure-as-code
- CI/CD pipeline automation
- Cost optimization & FinOps
IoT & Embedded Systems
Connected device ecosystems from firmware to cloud — smart, security-aware, and designed for real-world use.
- Hardware prototyping & design
- Firmware & embedded development
- Edge AI & on-device inference
- MQTT & IoT cloud integration
- Industrial automation solutions
Security-Aware Architecture
Security-conscious design and development practices integrated into every layer of your system.
- Secure authentication and authorization
- Role-based access control
- Secure API design
- Data protection best practices
- Compliance-conscious architecture where required
Technical Strategy & Product Consulting
Technical advisory for founders, research teams, and companies building intelligent systems — from architecture review to product roadmap and stack selection.
- Technology stack assessment & selection
- Architecture design & review
- Product roadmap & technical planning
- Technical due diligence
- Build-vs-buy & platform strategy
How We Build Trust During Delivery
A structured, transparent methodology focused on clear scope, practical milestones, and systems that can be tested and improved at every stage.
1. Discovery
We clarify the idea, business goal, technical constraints, risks, and expected outcome before any development begins.
2. Technical Planning
We define the architecture, tools, data flow, delivery milestones, and validation approach — documented and agreed before build.
3. Prototype or MVP Development
We build a practical working version with maintainable code, clear documentation, and scope matched to the agreed plan.
4. Testing and Review
We review functionality, data flow, performance, security-aware design, and reliability — with results shared openly.
5. Iteration and Scale-Up
We improve the system based on feedback, test results, and future product requirements — keeping architecture maintainable throughout.
Not sure where to start?
Reach out to discuss your project. We'll help you define the right solution for your needs.