Nathan R.

I am a highly experienced and versatile AI expert, specializing in Generative AI, Large Language Models (LLM), Machine Learning, Time Series Forecasting, Deep Learning, Natural Language Processing (NLP), Computer Vision, and Data Science. My unique blend of technical expertise, business acumen, and entrepreneurial spirit sets me apart, as I consistently deliver transformative solutions that drive real business value. Key strengths and skills: ? Extensive Prompt Engineering experience with many different LLMs and systems like OpenAI GPT-4o/o1, Claude 3.5 Sonnet/Opus, Mistral, Gemini, Llama 3, HuggingFace, [login to view URL], Ollama, LM Studio, Groq and many others ? Skilled in getting AI projects to production with frameworks like TextGrad, DSPy, ell, Langchain, LlamaIndex, LangServe, LangSmith, Kor, Zapier, MemGPT and other cutting-edge AI tools ? Achieved dramatic cost reduction and runtime improvements with fine tuning using QLORA, DeepSpeed, OpenAI GPT-3.5, Unsloth, Quantization, Transformers and GPU clusters ? Successfully completed multiple Agentic framework projects with Claude Sonnet 3.5 Computer Use, OpenAI Swarm, Autogen, CrewAI, AutoGPT, LangGraph, MultiOn, Open Interpreter and other agent-based systems ? Strong background in computer vision and generative imaging/video with OpenCV, Stable Diffusion, Pika, Runway, Opus and Midjourney. ? Built real time voice speech to text and text to speech systems with Twilio, [login to view URL], Whisper, ElevenLabs and others ? Proficient in ML frameworks (TensorFlow, Keras, PyTorch, scikit-learn) and programming languages (Python, Mojo, C++, Javascript) ? Expertise in algorithmic trading, stock/option/future forecasting, cryptocurrency, NFTs, DeFi protocols and Solidity with time series technology like AutoTS, Prophet, TimeGPT, PatchTST, etc. ? Skilled in full-stack web development ([login to view URL], React, Angular, Vue.js, Django, Node.js, FastAPI, Flask) and cloud computing (AWS, GCP, Azure, DigitalOcean) ? Proficient in MLOps tools (Weights and Biases, Neptune, MLFlow, BentoML, Docker) and databases (RAG, Faiss, Weaviate, Pinecone, Neo4J, MongoDB, MySQL, BigQuery, PostgreSQL, SQLServer) Fundraising from introductions, pitch deck, due diligence and closing ? Product management from idea to end of life. I have the unique ability to understand complex business processes and automate them with AI. ? Project/People Management from writing job descriptions to the hiring, managing, running scrums/standups, and delivering performance reviews of nearly a thousand people ? Highlighted Projects: ? Hebrew Document Checking: Developed an NLP model for automated proofreading and correction of Hebrew text documents. ? Hugging Face LLM Models Merging: Integrated and fine-tuned multiple LLM models for specialized text processing tasks. ? E-commerce Website Recommendation System: Implemented a personalized recommendation engine to enhance user experience and sales.