This is the HR Analytics Dashboard POWER BI Project.
In this Project, Help an organization to improve employee performance and improve employee retention (reduce attrition) by creating a HR Analytics dashboard.
Key Performance Indicator’s: Overall Employees, Attrition, Attrition Rate, Avg age, Avg Salary, Years at company.
Charts
Attrition by education, Attrition by age, Table of Job role and satisfaction score.
Attrition by Salary Slab, Attrition by years at company, Attrition by Job role, Attrition based on Gender.
Filters
People left the job based on departments.
Approach
Understand the data.
Use POWER Query to transform the data by adding custom column and Creating measure with DAX.
After Transforming the data Connect them with Model view.
University of Essex – UK Master’s degree, Data Science 2022 – 2023 Grade: Distinction Activities and societies: Residential Assistant
• Facilitated students from diverse cultures, addressing basic inquiries (for up to 800 students) and managing student welfare and well-being initiatives. Activities and societies: Residential Assistant March 2023 – December 2023 • Facilitated students from diverse cultures, addressing basic inquiries (for up to 800 students) and managing student welfare and well-being initiatives. Modules: 1. Machine Learning/ Deep Learning [ANN, CNN, RNN, LSTM] 2. Text Analytics in R 3. Applied Statistics 4. Big data for computational finance (Hadoop, Data Warehousing, Research papers) 5. Experimental Modeling (Statistics) 6. Research Methods 7. Mathematics for data science 8. Databases (SQL, NOSQL) for data science
Dissertation: Analysis on Neuromarketing, tools used EEG and FMRI, and Physiology techniques Eye tracking, facial emotional coding and RFM analysis. Algorithms used CNN, ANN, LSTM, K-means clustering etc.
Chand Bagh School O- levels, Pre-Engineering 2012 – 2014
Grade: A in Math’s and Physics Activities and societies: • Sportsman – Won silver medal in swimming and Gold in Squash among 100 participants in sports fixture. • House Captain – Led a team of 88 students at Chand Bagh boarding School ensuring a 9.5/10 satisfaction score.
Activities and societies: Team Lead Set up a sweet stall with 7 other team members on carnival event in the University, Earned ~£5000 in just 3 days.Activities and societies: Team Lead Set up a sweet stall with 7 other team members on carnival event in the University, Earned ~£5000 in just 3 days.
Modules: 1. Data Structures & Algorithms 2. Data Mining 3. Linear Algebra 4. Numerical Analysis
Final Year Project: Manufacturing Process Management System Streamlined the supply chain process by adding new feature Stock handling into existing Web App and reduced costs by 15%.
About Me
I am a highly motivated and results-driven Data Scientist based in London, UK. I have a solid educational background in Software Engineering, Statistics, and Data Science, and extensive experience in developing innovative solutions for complex data-driven problems. With my adeptness in leveraging machine learning, artificial intelligence, and big data technologies, I deliver actionable insights and drives business performance. I have a proven ability to work collaboratively with cross-functional teams, communicate effectively with stakeholders, and create impactful data visualizations.
My experience extends to working in diverse environments, from part-time roles in academic settings to internships in dynamic corporate sectors. These experiences have equipped me with a unique perspective on data analytics and business intelligence. At Digitify Pvt Ltd, I successfully analysed and refined machine learning algorithms for text recognition, reducing customer complaints by 30%. This achievement highlights my capability to leverage data insights for customer satisfaction and business growth.
My technical skills include proficiency in Python, R, Apache Spark, Tableau, Power BI, Microsoft Excel, Latex, MySQL, Hadoop, and PostgreSQL. My professional interests include Data Science, Data Analysis, Data Engineering, Machine Learning, Actuarial Science, and Statistics.
I have also demonstrated leadership skills through my role as a Residential Assistant at the University of Essex, where I support students from diverse cultures to integrate into a positive environment by organizing events and activities for up to 800 students, maintaining and uplifting student welfare and wellbeing.
Moreover, I am committed to continuous learning and professional development, as evidenced by my certifications in Google Data Analytics, AWS Cloud and Data Analytics, and specialized training in Power BI and SQL. These credentials, coupled with my practical experience, have prepared me to make an immediate impact in your team.
I am seeking to leverage my skills and experience to contribute to a forward-thinking organization as a Data Scientist. I am passionate about data science and eager to bring my skills and experience to the next challenge.
