Created internal NLP tools for content management, including an image library index and a RAG QA bot for multiple inputs, such as structured data, pdfs and mp3. Fine-tuned transformer models for NLP tasks on social media data. Developed new process flows for platform’s apps, including Ad Evaluator and Twitter audience insights.
Provided custom models and analytics for clients, contributing to the success of the company's consultancy arm. Developed a natural language brand health tracker using LLMs, Langchain, SQL, statistical tools, and few-shot retrieval. Rapid prototyping and mini app development for NLP analytics as standalone microservices and Hugging Face spaces. Experience with deploying and inferencing popular open source LLMs such as LLama 2 and Mistral, as well as inferencing third party via API such as OpenAI.
