GAURI THUBE
Navi Mumbai
Summary
Analytically driven professional with extensive experience in Python, LLMs, and machine learning, excelling at optimizing AI workflows and data pipelines. Specializes in integrating language models with existing systems, implementing RAG architectures, and fine-tuning models for specific domains. Combines technical expertise with problem-solving skills to deliver scalable AI solutions.
Overview
4
4
years of professional experience
1
1
Certification
Work History
Associate Data Scientist
Jio Platforms Limited
Ghansoli, Navi Mumbai
12.2023 - Current
- Developed a RAG chatbot using open-source LLMs through Ollama, LangChain, Langgraph agents, and Qdrant vector database.
- Automated SQL query generation and execution in relational databases by leveraging prompt engineering techniques.
- Developed a comprehensive reporting system for an analytics dashboard.
- Engineered and evaluated a transcription system on various models, such as OpenAI's Whisper Model and SeamlessM4T.
- Developed RESTful APIs using Flask and FastAPI for extracting test scripts, managing internal API and database requests.
- Implemented message queuing mechanisms with Apache Pulsar and RabbitMQ to efficiently handle multiple system requests.
Data Science and Business Analytics Intern
The Sparks Foundation
Mumbai
08.2021 - 09.2021
- Trained machine learning models to provide accurate and insightful predictions.
- Cleaned and manipulated raw data.
- Constructed supervised and unsupervised learning models using Python libraries like Scikit-Learn, TensorFlow, and Keras.
- Utilized a variety of techniques including linear regression, logistic regression, decision tree, random forest, gradient boosting, and neural networks.
- Generated reports on model performance evaluation results.
Education
Bachelor of Engineering (B.E) - Information Technology
SIES Graduate School of Technology
Navi Mumbai, Maharashtra05-2023
Computer Science
M.H High School And Junior College
Mumbai06-2019
Skills
Large Language Models (LLMs)
Langchain
Natural Language Processing
Python
Computer vision
Amazon Web Services
FastAPI
Docker
Machine learning
Flask
Data analysis
MySQL
Ollama
SQL
MongoDB
RabbitMQ
Langgraph
Certification
- Python for Data Science, AI and Development - Coursera
- Intermediate SQL for Data Scientists - LinkedIn Learning
- Machine Learning with Python - Coursera
- The Complete Web Development Bootcamp - Udemy
Languages
English
First Language
English
Proficient (C2)
C2
Hindi
Intermediate (B1)
B1
Marathi
Intermediate (B1)
B1
Accomplishments
- Secured second position in Projexions'23 (Project Presentation Competition at SIES GST)
- Awarded second prize in Cognition project competition for "Car Parking System using IOT" at SIES GST
Affiliations
- Participant in TECHXTER 12.0 (National level Technical Paper Presentation Competition at SIES GST)
- Participant in 30 Days of Google Cloud 2021
Timeline
Associate Data Scientist
Jio Platforms Limited
12.2023 - Current
Data Science and Business Analytics Intern
The Sparks Foundation
08.2021 - 09.2021
Bachelor of Engineering (B.E) - Information Technology
SIES Graduate School of Technology
Computer Science
M.H High School And Junior College
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