Summary
Overview
Work History
Education
Skills
Certification
Timeline
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Vaishnavi Mankapure

Linkedln - Https://www.linkedin.com/in/dktevaishnavimankapure/

Summary

Results-driven Data Scientist with 2.5 years of experience in AI, ML, and Generative AI, delivering real-time, production-ready solutions. Skilled in end-to-end system development—from data processing and model training to API and UI integration—focusing on automation and innovation.

Overview

2
2
years of professional experience
1
1
Certification

Work History

Tata Technologies

Data Scientist
Pune
01.2023 - Current
  • Innovista Topic Clustering:
    Built a hybrid system combining K-Means, Random Forest, and LLaMA3 to classify 10 years of innovation ideas by domain, impact, and type. Integrated BERT and UMAP for semantic search and dynamic visualization, enhancing data accessibility across business units.
  • Generative AI powered chatbot:
    Developed a Flask-based AI chatbot using fine-tuned LLaMA models and prompt engineering for accurate product queries. Implemented a document ingestion and vector storage pipeline for real-time semantic search and dynamic responses.

Education

Bachelor of Technology - Computer Science And Engg

DKTE's Textile And Engg. Institute
Ichalkaranji, Maharashtra
07-2022

Skills

  • Generative AI (LLM)
  • Natural Language Processing
  • Deep Learning
  • Machine learning
  • Python
  • Time Series Analysis
  • Pandas
  • Numpy

Certification

  • Career essentials in Gen AI by Microsoft and LinkedIn
  • Data science internship by INNOMATICS Research Lab
  • TensorFlow developer by Udemy

Timeline

Tata Technologies

Data Scientist
01.2023 - Current

Bachelor of Technology - Computer Science And Engg

DKTE's Textile And Engg. Institute

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Vaishnavi Mankapure