SUSHMA D
Data Analyst / Data Scientist
JP Nagar Bangalore,Karnataka
Summary
Seasoned collaborator experienced in meeting needs, improving processes and exceeding requirements in team environments. Diligent worker with strong communication skills, capability to prioritize and organize tasks, and in-depth understanding of industry concepts. Driven Data Science enthusiast ready to thrive in demanding digital intelligence processing environments. Well-versed with machine learning algorithms. Ready to combine tireless hunger for new skills with desire to exploit cutting-edge data science technology.
Overview
3
3
years of professional experience
6
6
years of post-secondary education
Work History
External Analytics Consultant
Mercedes – Benz India
Bangalore, Karnataka
07.2021 - Current
- Closely work with different HR teams and create dashboards to be presented to high level management as part of their weekly reviews to give information about how team is performing against the business requirements
- Also, create dashboards explaining how the organization is placed in terms of different HR KPIs which in turn helps the management take data driven decisions and measures to improvise as global market leaders
- Analyze Recruitment data and build dashboards to bring out the useful insights to be presented to the high-level management
- Assist HRBP (HR Business Partner) in analyzing the company’s structure in terms of Inclusivity, Attrition, Employee Performance and other KPI’s to help improvise in respective domain, to be presented to the high-level management for them to be able to take suitable decisions accordingly
- Closely work with VMO team and build Dashboards that captures all the KPIs and bring out meaningful insights of data and give a better picture to the authorities within the Organization.
- Resolved problems, improved operations and provided exceptional service.
- Created plans and communicated deadlines to complete projects on time.
- Collaborated with team members to achieve target results
- Maintained energy and enthusiasm in fast-paced environment
- Proved successful working within tight deadlines and fast-paced atmosphere
- Participated in continuous improvement by generating suggestions, engaging in problem-solving activities to support teamwork
Data Analyst
SagasIT Anlaytics Private Limited
Bangalore, Karnataka
06.2021 - Current
- Identified and documented detailed business rules and use cases based on requirements analysis.
- Synthesized current business intelligence data to produce reports and polished presentations, highlighting findings and recommending changes.
Technical Consultant
Capgemini Business Services
Bangalore, Karnataka
04.2015 - 02.2017
- As a part of REACH process of Bombardier project was involved in detection of hazardous chemicals present in the topcoat of aircraft components
Education
Master of Science - Data Science And Machine Learning
PES University
Bangalore 08.2020 - 11.2022
B.E -
Dayananda Sagar College of Engineering
Bangalore 06.2010 - 05.2014
Skills
Python
Data Analysis
Tableau
Statistical analysis
Machine learning
Regression
Classification
Clustering
Natural Language Processing (NLP)
Deep Learning
TIme Series Forecasting
Big Data Analytics
Personal Projects
- Question answering system using NLP
- Real vs Fake Image classification using Deep learning technique
- Shinkansen Travel Experience -Classification problem statement
- Sunspot Count Forecasting – Time Series Forecasting
- Customer Purchase prediction classification model
- Mobile price classification model
- Hotel booking prediction classification model
- House price prediction using Linear Regression
- Flight Price prediction using Linear Regression
- Movie Collection prediction using Linear Regression
- Statistical Analysis of Credit Card Customer Churn Rate
- On Farm Research Data Analysis using PCA
- Stolen Bike Analysis in UK using Tableau
- YES Bank Stock Analysis using Tableau
- Ramen Rating analysis
- Question answer retrieval based on similarity score.
Capstone Project
TEXT SUMMARIZATION USING NLP - UNDERSTANDING AND IMPLEMENTATION OF LSTM
- It is a group project consisting of 6 members. We are aiming at building a text summarization model using NLP.
- LSTM being the base for this model, we are focusing on studying LSTM in detail and understand it completely by the end of this project.
Timeline
External Analytics Consultant
Mercedes – Benz India
07.2021 - Current
Data Analyst
SagasIT Anlaytics Private Limited
06.2021 - Current
Master of Science - Data Science And Machine Learning
PES University
08.2020 - 11.2022
Technical Consultant
Capgemini Business Services
04.2015 - 02.2017
B.E -
Dayananda Sagar College of Engineering
06.2010 - 05.2014