Projects & Case Studies
Examples of the work we do
The following are example projects and case studies that illustrate our technical approach. They are illustrative examples, not client engagements.
AI / Machine Learning
AI-Powered Review Detection System
A machine-learning system for identifying potentially deceptive or suspicious reviews using NLP and behavioral signals.
- Text analysis using natural language processing techniques
- Behavioral signal analysis alongside text features
- Model evaluation focused on precision and recall trade-offs
- Designed as a supporting tool for human review, not a fully automated decision system
PythonNLPMachine LearningPyTorch
Generative AI / RAG
AI Knowledge Assistant
A RAG-based knowledge assistant that retrieves relevant information from organizational documents and provides contextual responses.
- Document ingestion and chunking pipeline
- Vector-based retrieval of relevant document sections
- Contextual response generation grounded in retrieved content
- Designed to reduce time spent searching internal documentation
PythonRAGLLMLangGraphLlamaIndex
Backend / Microservices
Enterprise Java Microservices Platform
A scalable backend platform using Java, Spring Boot, REST APIs and microservices architecture.
- Service decomposition around business domains
- REST APIs for inter-service and client communication
- Containerized deployment for consistent environments
- Structured for independent scaling of individual services
JavaSpring BootMicroservicesREST APIsDocker
Business Automation
Business Automation Platform
An automation solution designed to streamline repetitive business workflows and improve operational efficiency.
- Mapping of manual, repetitive process steps
- Rule-based automation of routine tasks
- Integration with existing business tools
- Built with monitoring so workflows can be reviewed and adjusted
PythonWorkflow AutomationSystem Integration
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