AI Engineering and Machine Learning Services — LLM Development, MLOps, and Computer Vision

One-on-one technical consultation to scope AI and machine learning opportunities, design LLM and generative AI system architectures, evaluate technology trade-offs, and create actionable implementation roadmaps aligned to your business goals.

End-to-end implementation of production machine learning and deep learning systems — from data preparation and PyTorch model training through evaluation, API serving with FastAPI, Docker containerization, and Kubernetes deployment on AWS or GCP.

Design and development of custom generative AI agents using LangChain, RAG pipelines, and LLM tool-use frameworks — tailored to automate enterprise workflows, power domain-specific assistants, and integrate with existing business systems via REST APIs.

End-to-end computer vision solutions for object detection, instance segmentation, image similarity, and video analysis using PyTorch, YOLO, and CLIP — packaged as production APIs and deployed to AWS or GCP with monitoring and auto-scaling.