AI Consulting Expertise
Core Competencies
Large Language Models (LLMs)
- Deep understanding of transformer-based architectures.
- Proficient in prompt engineering and fine-tuning strategies.
- Hands-on experience with models like GPT-4.0, Claude, and Llama.
Retrieval-Augmented Generation (RAG)
- Implementing RAG pipelines to enhance AI model accuracy and relevance.
- Experience with data chunking strategies and optimizing text embeddings for performance.
- Building scalable knowledge retrieval systems using vector databases.
Vector Databases and Text Embeddings
- Skilled in working with vector databases, including:
- Supabase
- Pinecone
- Weaviate
- Chroma
- Developing efficient storage and retrieval systems for AI-enhanced applications.
AI Agents and Automation
- Creating autonomous AI agents for workflows and data processing.
- Leveraging tools like LangChain and Auto-GPT.
- Integrating agents with APIs and databases to build intelligent systems.
AI in Software and Hardware Integration
- Designing systems that combine AI-driven software with embedded hardware.
- Using AI for edge computing solutions, including Particle Argon and Arduino.
- Developing smart devices for applications like IoT, smart home systems, and industrial monitoring.
API Development
- Building and deploying AI-powered APIs using frameworks like FastAPI and Flask.
- Ensuring scalable and secure API integrations for enterprise-level systems.
AI Education and Training
- Instructor at Northwestern University’s Center for Talent Development teaching advanced AI topics.
- Delivered hands-on AI labs covering:
- LLMs and their practical use cases.
- API development for AI integration.
- Capstone projects combining AI, IoT, and embedded systems.
Consulting Services
I offer consulting services tailored to:
- Building AI-driven applications for businesses.
- Optimizing existing workflows with AI agents and automation.
- Designing AI-powered IoT devices and embedded systems.
- Providing AI training and workshops for teams and organizations.