Experience

Lineaje Inc

• United States
• Computer and Network Security
• 1 - 100 Employee

• AI Engineering Intern

  • May 2023 - Aug 2023

  Utilized Python to load up data of various types from Amazon S3 buckets, utilized HuggingFace and OpenAI embeddings to create vector representations of the data, and persisted these to other S3 buckets. Developed Generative AI based tool using a retrieval-QA-with-sources chain and natural language processing to translate English queries to GraphQL, convert it into a MongoDB query, and retrieve relevant JSON data results. Developed Python tool using a conversational retrieval chain… Show more Utilized Python to load up data of various types from Amazon S3 buckets, utilized HuggingFace and OpenAI embeddings to create vector representations of the data, and persisted these to other S3 buckets. Developed Generative AI based tool using a retrieval-QA-with-sources chain and natural language processing to translate English queries to GraphQL, convert it into a MongoDB query, and retrieve relevant JSON data results. Developed Python tool using a conversational retrieval chain that loaded embedded vector representation of an informational file directory, utilized cosine similarity search to retrieve relevant chunks, then answered users’ questions about software supply chain security. Utilized Microsoft Azure OpenAI API with Python to dynamically select suitable tools based on the context of the conversation. This strategic approach ensured accurate, context-aware responses to the user’s questions. Executed the Software Development Life Cycle from planning, designing, and implementing to testing, staging, and deployment to production. Leveraged Git with Bitbucket in fast-paced, production environment with many users. Show less Utilized Python to load up data of various types from Amazon S3 buckets, utilized HuggingFace and OpenAI embeddings to create vector representations of the data, and persisted these to other S3 buckets. Developed Generative AI based tool using a retrieval-QA-with-sources chain and natural language processing to translate English queries to GraphQL, convert it into a MongoDB query, and retrieve relevant JSON data results. Developed Python tool using a conversational retrieval chain… Show more Utilized Python to load up data of various types from Amazon S3 buckets, utilized HuggingFace and OpenAI embeddings to create vector representations of the data, and persisted these to other S3 buckets. Developed Generative AI based tool using a retrieval-QA-with-sources chain and natural language processing to translate English queries to GraphQL, convert it into a MongoDB query, and retrieve relevant JSON data results. Developed Python tool using a conversational retrieval chain that loaded embedded vector representation of an informational file directory, utilized cosine similarity search to retrieve relevant chunks, then answered users’ questions about software supply chain security. Utilized Microsoft Azure OpenAI API with Python to dynamically select suitable tools based on the context of the conversation. This strategic approach ensured accurate, context-aware responses to the user’s questions. Executed the Software Development Life Cycle from planning, designing, and implementing to testing, staging, and deployment to production. Leveraged Git with Bitbucket in fast-paced, production environment with many users. Show less



City of Milpitas

• United States
• Government Administration
• 100 - 200 Employee

• Youth Advisory Commissioner

  • 2019 - 2021

  Collaborated with city leaders to speak on behalf of the Milpitas youth community at Youth Voice Live 2020 event. Designed city-wide vaping epidemic response plan for teens, gained mayor approval to launch. Collaborated with city leaders to speak on behalf of the Milpitas youth community at Youth Voice Live 2020 event. Designed city-wide vaping epidemic response plan for teens, gained mayor approval to launch.



CK-12 Foundation

• United States
• Primary and Secondary Education
• 1 - 100 Employee

• Product Intern

  • Jun 2019 - Aug 2019

  Paid intern. Reviewed and enhanced open-source physics and math textbooks for 1M+ students/teachers. Analyzed data trends to develop a self- learning chatbot to enhance user experience. Led UI/UX team to redesign homepage-gained direct approval from the CEO. Paid intern. Reviewed and enhanced open-source physics and math textbooks for 1M+ students/teachers. Analyzed data trends to develop a self- learning chatbot to enhance user experience. Led UI/UX team to redesign homepage-gained direct approval from the CEO.