Darshil Modi's Linkedin Analytics

As a passionate AI practitioner, I have a strong hold over various AI frameworks, including NLP, computer vision, and machine learning. With over five years of industry experience as an AI Engineer in both India and the United States, including roles at early-stage startups in Silicon Valley, I excel at bridging business challenges with data science methodologies. My expertise lies in connecting business problem with comprehensive end-to-end AI solution architectures and executing them effeciently. I am a tech author and speaker. I have been invited to speak at World's No. 1 MSBA course at UCLA. I was also invited to judge AI Hackathon at UC Berkeley. I spoke at events like MLOps Community event and Founders tech weekend about LLMs and Enterprise search. I am currently authoring a book on Enterprise RAG with Manning publications. I have also served as a teaching assistant on Maven's top selling LLM course with Prof. Hamza Farooq. Key areas of experience: - LLMs : Huggingface Transformers, Mistral, Llama, OpenAI, RAG, VectorDB, Langchain, LlamaIndex - Computer vision : Tensorflow, PyTorch, YOLO, pose estimation, object detection, CNN-LSTM, GANS, Pix2Pix models - Edge AI : OpenVino toolkit, Nvidea ONNX, deploying models on Rpi and Jetson Nano - NLP : LLMs, Abstrsctive Text summarization, Entity extraction - NER, SPACY, BERT, Hugging face models - Timeseries models : ML based stacked regression model, Adaboost, XGBoost, SVR - Cloud : Deploying models on AWS EC2, building ECS clusters, load balancing using AWS ELB - Model deployment : Flask web apps, fastAPI, Streamlit, edge/cloud, Gradio.