AI Architecture Review & Research
Comprehensive evaluation and assessment of AI system architectures, applying state-of-the-art research to review designs, identify optimization opportunities, and ensure production readiness.
- AI System Architecture Assessment
- Design Review & Optimization Recommendations
- Scalability & Performance Analysis
- Technology Stack Evaluation
- Best Practices Application
- Production Readiness Evaluation
AI Readiness Assessment & Evaluation
Applied research services to evaluate organizational AI readiness, assess technical capabilities, and provide strategic recommendations for AI adoption and implementation.
- Organizational AI Readiness Evaluation
- Technical Capability Assessment
- Infrastructure & Tooling Analysis
- Team Skills & Training Needs Assessment
- Strategic AI Roadmap Development
- Risk & Opportunity Analysis
Generative AI Solutions
Applied research and engineering for advanced generative AI systems, from foundation model fine-tuning to custom content generation architectures.
- Large Language Model (LLM) Fine-tuning & Deployment
- Custom Generative Model Architecture Implementation
- Prompt Engineering & Optimization
- Multi-modal Generation Systems
- AI Content Generation Pipelines
- Model Evaluation & Safety Implementation
Agentic AI Systems
Applied research and engineering for autonomous agent systems that combine reasoning, planning, and tool-use capabilities for complex task execution.
- Autonomous Agent Architecture Implementation
- Multi-agent Coordination & Orchestration
- Tool-using AI Systems Development
- Planning & Reasoning Framework Implementation
- Agent Memory & Context Management
- Human-AI Collaboration Systems
Machine Learning Solutions
Applied ML research and engineering covering supervised, unsupervised, and semi-supervised learning paradigms.
- Custom ML Model Development & Architecture
- Algorithm Implementation & Optimization
- Feature Engineering & Selection
- Transfer Learning & Domain Adaptation
- Model Interpretability & Explainability
- Automated Machine Learning (AutoML) Implementation
Reinforcement Learning
Applied RL research and engineering for sequential decision-making, policy optimization, and adaptive control systems.
- Deep Reinforcement Learning Algorithm Implementation
- Policy Optimization & Fine-tuning
- Multi-agent Reinforcement Learning Systems
- Simulation Environment Design
- Reward Function Engineering
- Real-world RL Deployment & Safety
Robotics & Automation
Applied research and engineering for intelligent robotic systems combining perception, planning, and control for autonomous operation.
- Robotic Control Systems & Planning
- Motion Planning & Trajectory Optimization
- Human-Robot Interaction Design
- Autonomous Navigation Systems
- Manipulation & Grasping Implementation
- Sim-to-Real Transfer Methods
Machine Vision
Applied computer vision research and engineering for visual perception, understanding, and real-time analysis applications.
- Custom Computer Vision System Design
- Object Detection, Tracking & Recognition
- Semantic & Instance Segmentation
- Real-time Video Analysis & Processing
- 3D Vision & Scene Understanding
- Visual-Language Model Integration