Mrunal Zambre

Mrunal Zambre

Machine Learning Intern - Generative AI
United States of America

About Me

Machine Learning Intern - Generative AI with experience in developing LLM-based solutions using LangChain, Chroma, and AWS EC2 GPU instances. Software Engineer experience includes building responsive user interfaces and …

Experience

Machine learning Intern

Synechron Technologies Pvt. Ltd.
Jun 2023 - Present · 3 years 1 month

• Utilized Large Language Models (LLMs) such as LLaMA, WizardLM, MPT, GPT4All to develop a company-wide Microsoft Teams chatbot using LangChain for by leveraging AWS EC2 GPU instances.
• Employed Prompt Engineering techniques alongside Chroma vector store for LLMs, which boosted accuracy in responses by 50%.
• Decreased errors in LLM responses by 40% through a novel PPTX to Markdown conversion solution by improving document parsing.

Machine Learning Intern - Generative AI

Synechron, Inc.
Jun 2023 - Oct 2023 · 4 months

Utilized Large Language Models (LLMs) such as LLaMA, WizardLM, MPT, GPT4All to develop a company-wide Microsoft Teams chatbot using LangChain by leveraging AWS EC2 GPU instances.
Employed Prompt Engineering techniques alongside Chroma vector store for LLMs, which boosted accuracy in responses by 50%.
Decreased errors in LLM responses by 40% through a novel PPTX to Markdown conversion solution by improving document parsing.

Software Engineer

Persistent Systems
Oct 2020 - Jul 2022 · 1 year 9 months

Developed and implemented highly responsive user interface components and front-end architecture for large-scale applications leveraging Angular and React.
Explored strategies for revamping dated applications as well as for product improvement and optimization, leading to a 15% increase in user engagement and a 25% decrease in performance-related complaints.
Acquired technical expertise in all phases of Software Development Life Cycle (SDLC), while conducting stand-up meetings, documenting application changes, and maintaining daily status reports.

Skills

Developer Software Software Applications Software Documentation Python JavaScript TypeScript HTML/CSS C++ LangChain OpenAI HuggingFace Keras TensorFlow PyTorch NetworkX React Redux Angular HTML5 CSS3 Node Flask Chroma MySQL SQLite MongoDB Hadoop OpenRefine GitHub GitLab JIRA VS Code PyCharm Eclipse AWS EC2 Large Language Models Prompt Engineering Document Parsing Software Development Life Cycle SDLC Stand-up Meetings TextRank BERT T5 Anvil Support Vector Machine SVM YOLOv5 Convolutional Neural Networks CNN RAG GPT4All LLaMA
Report this Profile?