Rajshree Patale
Navi-Mumbai
Summary
- Skilled in Understanding , Management, Communication and Presentation , Strong organizational abilities, ensuring efficient workflow and timely task completion.
Overview
2
2
years of professional experience
41
41
years of post-secondary education
4
4
Certifications
Work History
Research Analyst
SIES GST
07.2024 - Current
- Currently involved in a research project aimed at enhancing the reliability of safety-critical systems using advanced AI techniques
- Focused on implementing the research paper titled 'Fault Detection and Diagnosis using Statistical Features And Improved Broad Learning System for Traction Systems in High-Speed Trains.'
- Developed and implemented Python-based algorithms for fault detection and diagnosis, leveraging statistical features and an improved Broad Learning System to analyze traction systems in high-speed trains
- Conducted comprehensive data analysis and model validation to ensure accuracy and reliability in fault detection, contributing to improved safety measures in the transportation industry
- Collaborated with cross-functional teams to refine models and enhance the performance of AI-driven diagnostic tools
- Flownex Software Experience
Intern
OmV SAB IT Solutions
04.2023 - 09.2023
- Participated in the full software development lifecycle, including planning, designing, coding, testing, and deployment.
- Gained valuable experience working within a specific industry, applying learned concepts directly into relevant work situations.
- Contributed to a positive team environment by collaborating with fellow interns on group projects and presentations.
- Conducted research for various projects, leading to well-informed decisions and successful outcomes.
Education
Master of Science - Computer Science
MIT World Peace University
Pune, India 04.2001 - 01.2023
Bachelor of Science - Computer Science
SK College Of Science And Commerce
Navi-Mumbai 04.2001 - 01.2021
Skills
Python- Numpy, Sci-py, Pandas, Sci-kit Learn, Matplot-lib, Seaborn, Nltk
Machine Learning- Tensor flow, Keras, Pytorch, Stats model, Regression, Statistics , Probability, Hypothesis Testing
MySQL- SQL Query Writing & Optimization: Complex queries, joins, subqueries, and performance optimization
Data Analysis & Reporting: Aggregating, summarizing, and reporting data using SQL and BI tools
Database Design: Schema creation, indexing, relationships, and normalization
Data Cleaning & Transformation: Handling NULLs, duplicates, and converting data types
ETL Processes: Extracting, transforming, and loading data into MySQL
Performance Tuning: Query optimization and index management
Power BI
Additional Information
1. Human resource analysis using MYSQL- performed a thorough analysis on the Human Resource Data Set using MySQL. Utilized JOINS, constraints, WHERE, GROUP BY, and ORDER BY functions. Identified factors affecting employee satisfaction levels and attrition rate
2. Research paper –Research Paper-Polarized Opinion Maker using ML Conducted data collection, feature extraction, and model training
3. Exploratory Data Analysis and First Innings Score prediction Using ML- Analyzed cricket match data to predict first innings scores using machine learning. Involved in data collection, data cleaning, data exploration, feature engineering, and model selection.
4. Research Paper – AI in Human Extraterrestrial Settlement on MARS
https://vidhyayanaejournal.org/journal/article/view/803
Certification
Data Analyst-EDX
Extra Curricular
Reading , Sports, Dance
Timeline
Research Analyst
SIES GST
07.2024 - Current
Intern
OmV SAB IT Solutions
04.2023 - 09.2023
Master of Science - Computer Science
MIT World Peace University
04.2001 - 01.2023
Bachelor of Science - Computer Science
SK College Of Science And Commerce
04.2001 - 01.2021