Jaya P.

About Me

J. P. N. Rayani is a Data Engineer at LTIMindtree with experience in building data quality platforms, implementing exploratory data analysis, and constructing Python-based UI solutions. J. P. N. Rayani has worked on projects such as BioGPT FAQ Model Training on Kaggle and AI-Powered Mind Map Generator, showcasing skills in machine learning, data preprocessing, and AI-driven applications. J. P. N. Rayani holds a Bachelor of Computer Science Engineering from St. Ann's College of Engineering & Technology and has certifications in Text Prompt Engineering, Advanced BOT Development, and AWS.

AI, ML & LLM

Backend

Database

DevOps

Other

Work history

LTIMindtree
Data Engineer
2023 - 2025 (2 years)
Remote
  • Engineered a data quality platform for banking transactional data using unsupervised neural networks for anomaly detection, minimizing false positives.

  • Implemented exploratory data analysis (EDA) techniques with pandas Profiling, leading to a 40% reduction in data dimensionality.

  • Engineered a Gen Al solution, converting UI images and videos into Angular UI code with 90% reliability, generating test cases, scenarios, and Jira stories automatically.

Education

Education
Bachelor of Computer Science Engineering
St. Ann's College of Engineering & Technology
2018 - 2022 (4 years)
Education
Introduction to Machine Learning
Duke University
2021
Education
Data Science Math Skills
Duke University
2021
Education
CCBP 4.0 Foundations Certificate
NxtWave
2021
Education
Academy Accreditation – Generative Al Fundamentals
Databricks
2023
Education
AWS Partner: Accreditation (Technical)
AWS
2024
Education
AWS Partner: Sales Accreditation (Business) and Cloud Economics Accreditation
AWS
2024
Education
Advanced BOT Developer
Kore.ai
2024
Education
Text Prompt Engineering Techniques and Explore Generative Al with the Vertex AI Gemini API
Google
2024