Adarsh S M

I build production AI solutions and modern websites tailored to business needs. I am a Generative AI and Machine Learning Engineer with experience in LLM fine-tuning, RAG, multimodal diffusion models and on-device AI.

My services include:
- Web development with modern, responsive designs, carefully chosen color schemes that suit your business and brand, and the latest web design trends.
- LLM fine-tuning, prompt engineering and AI agents using Python, PyTorch, Hugging Face and LangChain.
- Retrieval-augmented generation (RAG), semantic search and document processing with FAISS and Pinecone.
- Computer vision: image classification, object detection and segmentation using TensorFlow, OpenCV, YOLO and RF-DETR.
- Predictive models for customer churn, maintenance and business analytics.
- Model optimization and deployment with FastAPI, Docker, TensorRT, ONNX and cloud platforms.
- On-device AI and IoT solutions, plus Azure monitoring and workflow automation.

Previous freelance projects include financial-document RAG pipelines that reduced manual processing by 40%, image classifiers with 92% accuracy, and a customer churn model with 87% accuracy. My research experience also covers diffusion models and multimodal audio-video generation.

I combine hands-on engineering with customer support experience to understand requirements, explain technical choices clearly, and deliver solutions that fit the problem.