Nikhil Deepak Email & Phone Number

* Contributing to development of autonomous agents * Developed an agent in CrewAI that dynamically queries users for missing data essential for agent functionality * Executed API testing with Postman and managed associated data workflows using MongoDB

Bengaluru, Karnataka, India

• Involved in development of components of Valuezen’s generative AI based value co-pilot.
• Finetuned Llama-2 LLMs to give chat outputs on customer and value positioning data.
• Created a Docker container that presents REST API calls to the Llama-cpp LLM to augment answers for value co-pilot.
• Researched and tested emerging LLM-related finetuning and prompting libraries to enhance the product, and
• Built a Langchain agent with tools to scrape and process case studies from a website and pass the data to a vector store

Prague, Czechia

• Utilized text embeddings to classify profanity using leading language modelssuch as RoBERTa, GPT-J, GPT-Neo-X, and GPT-3
• Improved training speed by implementing CUDA bindings for Python andutilizing HuggingFace pre-trained models
• Applied standard NLP techniques including segmentation, tokenization, andstop-word removal, utilizing Pandas and Numpy for data wrangling.
• Conducted experiments on different embeddings and their resultingclassification accuracy, using both feed-forward neural networks and randomforests
• Improved dataset quality by challenging and enhancing existing data whilegenerating synthetic data and contrastive examples using large languagemodels.

Bachelor Of Science - Bs, Cognitive Science

12Th Grade, 92.6%