Pragya Singh
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Pragya Singh

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Data Scientist
Bengaluru, Karnataka, India

Contact Pragya regarding: 

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Full-time jobs
Starting at USD1K/month
Flexible work
Starting at USD4/hour
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Internships
Starting at USD1K/month

Timeline

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Job
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Education

Résumé

Jobs verified_user 0% verified
  • E
    Data Science Intern
    EFI SERVICIOS S.A.S
    Jan 2024 - Current (1 year 5 months)
    • Build a RAG-Based Application on Company's Documentation ∗ Developed a Retrieval-Augmented Generation (RAG) based application to enhance the accessibility and utility of the company's help documentation. ∗ Scraped data using Puppeteer. ∗ Utilized Ollama and Mistral-7B model alongside Qdrant as the vector database to implement the RAG framework. ∗ Implemented the backend using Python and Node.js and the frontend using Vue.js. ∗ Conducted model fine-tuning with Qlora to improve accuracy. • AI-Based Home Decor Application ∗ Implemented semantic search on images to enhance user experience and facilitate efficient navigation. ∗ Developed description and tag generation features by experimenting with various models, including Blip-large, Micro
  • N
    Data Science Intern
    NutriNation
    Oct 2023 - Nov 2023 (2 months)
    • Developed a multiple document Question & Answer Bot using LLAMA-2-7b models and Pinecone vector database. • Reviewed and utilized various research papers as references to build a healthy and personalized diet recommendation system.
Education verified_user 0% verified
  • Indian Institute of Technology Madras
    BS
    Indian Institute of Technology Madras
    Jan 2021 - Jan 2025 (4 years 1 month)
  • C
    Certificate of Appreciation in Machine learning techniques course
  • F
    Foundations in Data Science and Programming
  • A
    AWS
  • D
    Diploma in Data Science(IITM)
  • D
    Diploma in Programming(IITM)
Projects verified_user 0% verified
  • M
    Multi-User Grocery Web Application
    • Developed a web application for a grocery store with role-based access control (RBAC) using Flask-Security-Too. Features include: ∗ Roles and Permissions: Admin, Manager, and Customer roles with specific capabilities. ∗ Functionality: Category and product management, manager requests, product export to CSV, shopping cart, and order history. • Used:
  • E
    E-commerce Shopper's Behaviour Understanding
    • Conducted predictive analysis on E-Commerce shopping data to predict purchase behavior. • Performed exploratory data analysis and built classification models (KNeighbors, Logistic Regression, AdaBoost, Voting evaluated with F1-score.