Prathiba Lakshmi
Coimbatore
Summary
A diligent and emerging AI Engineer with a solid foundation in Machine Learning, recently completing a comprehensive AI/ML course from IIT. Proven hands-on experience and contributing to the development of predictive models and optimization algorithms using tools like Python and TensorFlow. Demonstrates a strong analytical mindset, problem-solving abilities, and a collaborative work ethic. Eager to apply a unique blend of experience, determination, and fresh perspective in a dynamic, innovative environment to drive growth and deliver meaningful insights. Ready to advance in a data-driven career and make impactful contributions.
Overview
13
13
Certification
3
3
Internship
Work History
Data Science and ML Intern
GILBERT RESEARCH CENTER
09.2024 - Current
- Developed and fine-tuned predictive models, including Logistic Regression and Neural Network, for Breast Cancer Prediction, achieving a 92% increase in accuracy and enhancing predictive capabilities for early detection
- Attained accuracy rate of 92% in predictive performance that aids in early breast cancer detection or risk assessment
- Gained valuable experience working within specific industry, applying learned concepts directly into relevant work situation
TUTOR - TECHNICAL & SOFT SKILLS
Various Online Platforms
04.2022 - Current
- Tutored over 300 students in various IT subjects and Soft Skills and Communication training, achieving success rate of over 90%
- Designed & delivered training modules across diverse skills across various age groups with average satisfaction rating of 93%
- Provided homework assistance using specific curriculum and materials.
Data Science Intern
HULKHIRE TECH
04.2024 - 06.2024
- Spearheaded cutting-edge chatbots leveraging RAG techniques
- Implemented PDF text chunking and cleaning processes using Python, langchain, and regex for effective knowledge extraction from research papers
- Engineered robust user query classification model achieving 98% accuracy with BERT
- Integrated pre-trained Large Language Models (LLM) such as Jina V2 and GPT-3.5 Turbo for prompt engineering, answer generation, and embedding generation stored in Pinecone VectorDB index
- Conducted retrieval and generation evaluations using pandas, ensuring high accuracy of chatbots's responses
Artificial Intelligence Intern
NAVODITA INFOTECH
05.2024 - 06.2024
- Conducted web scraping of 500+ Amazon product pages using Scrapy, Selenium, and Beautiful Soup, extracting specific information from HTML elements across multiple pages
- Established SQL database with 10,000+ entries to store scraped data, utilizing Pandas for data cleaning and analysis to derive actionable insights for inventory optimization
- Applied Seaborn and Matplotlib to create 10+ detailed visualizations, presenting comprehensive findings that resulted in 15% improvement in inventory accuracy and 20% reduction in stock shortages for client
- Supported team in resolving 5+ project roadblocks through innovative problem-solving techniques, ensuring timely project completion
CO-FOUNDER & ADMINISTRATOR
Matriculation School
03.2014 - 12.2023
- Achieved year-on-year scale up of 40% growth and student success rate
- Transformed Matriculation curriculum with data analytics, elevating student engagement and retention by up to 25%
Education
Advanced Certification - Artificial Intelligence & Machine Learning
IIT
Guwahati09.2023
MBA - Education Administration
ALAGAPPA UNIVERSITY
Coimbatore05.2022
BCA - Computer Application
BHARATHIYAR UNIVERSITY
Coimbatore04.2006
Skills
- Data Analysis
- Dashboard Development
- Vector database
- Statistics and Probability
- Neural Network
- Computer Vision
- GenAI
- Fine Tuning LLM
- AI Model Optimization
- AWS
- Teamwork
- Problem Solving
- Communication
Certification
- Artificial Intelligence and Machine Learning
- TensorFlow Developer Certification
- MY SQL and Data Science
- Statistics for Data Science
- Business intelligence using Power BI
- Image Processing in Python
- Microsoft Azure Essentials
- Postgre SQL
- AWS
- Data Manipulation with Pandas
- Deep Learning in PyTorch
- Advanced Excel Formulas
- ChatGPT for NLP
Languages
English
Bilingual or Proficient (C2)
Tamil
Bilingual or Proficient (C2)
Hindi
Intermediate (B1)
Telugu
Elementary (A2)
Software
Business Intelligence with Power BI
MySQL
PostgreSQL
Python
Advanced Excel
TensorFlow
Timeline
Data Science and ML Intern
GILBERT RESEARCH CENTER
09.2024 - Current
Artificial Intelligence Intern
NAVODITA INFOTECH
05.2024 - 06.2024
Data Science Intern
HULKHIRE TECH
04.2024 - 06.2024
TUTOR - TECHNICAL & SOFT SKILLS
Various Online Platforms
04.2022 - Current
CO-FOUNDER & ADMINISTRATOR
Matriculation School
03.2014 - 12.2023
Advanced Certification - Artificial Intelligence & Machine Learning
IIT
MBA - Education Administration
ALAGAPPA UNIVERSITY
BCA - Computer Application
BHARATHIYAR UNIVERSITY
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