An inquisitive learner with a combination of technical competency, seven years of industry experience, and professional skills in business analysis and software quality have sharpened my analytical thinking, honed my business instincts, and cultivated valuable people skills. Passionate about business analysis, data science and designing large, high-scale systems.
EDUCATION
Master’s in Computer Science Washington State University- GPA, Pullman :3.85/4.00 Jan 2020 – Dec 2021
Courses: Data Science, Bigdata, Machine Learning, Human Computer Interaction, Artificial Intelligence, Algorithmics
BE in Information Technology Sipna College Of Engineering and Technology, India Jul 2006 – Jun 2010
Courses: Software Engineering, Programming Methodology, Data Structures, Object Oriented Technologies
TECHNICAL SKILLS
Python (Scikit-learn, NumPy, Pandas, Matplotlib), R, Java, SQL, HTML, CSS Microsoft SQL Server JIRA, Agile Matlab
A/B Testing, Data Mining, Data science pipeline (cleaning, wrangling, exploring/ visualization, modeling, interpretation), Statistics, Time Series, Hypothesis Testing, Excel, Tableau, AWS Solutions: S3, EC2, Git, TeamCity, Hadoop, Map-reduce, Spark, Deep Learning
Certification: Business Analyst Professional Program – Institute of Business Analysis Training (India)
ACADEMIC PROJECTS:
·Implemented prediction and recommendation system on Amazon Bigdata using AWS EC2 service based on item based collaborative filtering. Implemented sequential algorithms with K-Nearest Neighbor and Naive Bayes; and clustered data processing in Apache Spark. This will help amazon customers to save their time, and give appropriate and satisfactory suggestions to the customers which can be beneficial for the sellers and will generate more revenue for company.
·Applied feature selection, Principal Component Analysis, and Random Forest classifier on Wisconsin Breast Cancer data. This provides solution to detect breast cancer at an early rate for a higher survival rate with a 95.23% model accuracy
·Detected physical activities by reading and processing sensor data using machine learning. Implemented supervised classification learning models: K-Nearest Classifier, Logistic Regression, Decision Tree, Random Forest, Support Vector Machine (SVM); and also built neural network using Keras. Improved accuracy of model from 93% to 96% by performing feature selection and hyper parameter tuning. Model is evaluated based on accuracy, confusion matrix and precision.
·COVID-19: Conducted time series analysis and visualization on change in variations in spike protein sequence of COVID-19
·IPL Sports: Developed multiple interactive dashboards in Tableau and Power BI on IPL cricket sports data to provide insight to franchises on selecting winning combinations of players based on the players' performance
·Developing an E- commerce website for artists: This website will help artists to sell their own art work online, for example, their paintings, sculptures, etc. This project enhances my skills related to structuring and designing a complex application.
·Designed and maintained research lab website for WSU Biological department. Also, worked on troubleshooting website problems, content modifications and presenting different solutions for the website.
WORK EXPERIENCE:
Quality Assurance Lead Dec 2014 – Jul 2019
Cybage Software Pvt. Ltd, India (Projects- G6 Hospitality, USA; Embed International, Australia; FRHI MultiBrand, Canada)
·Strong business requirement analysis and communication skills to deliver insights and implement action-oriented product solutions
·Determine project scope, risks and deliverables in accordance with business requirements; deliver quality products.
·Developed desktop, web and mobile automation test scripts based on automation tools. Lead team of 8-10 people.
·Strong problem solving and management skills and demonstrated ability in independent judgment and sound decision making
·Focused on research of different automation tools and test framework improvement for different project modules
·Strong understanding of QA Principles, QA Process, Use Cases and Software Development Life Cycle- Agile and Waterfall
·Involved in product demos, client calls, standup meeting, weekly project reports, sprint planning and sprint retrospective
Quality Assurance Engineer April 2012 – Dec 2014 Xento Systems, India (Project- Property solutions: Resident Utility Bills, UT, USA)
·Worked as data analyst and quality control check of data entered on utility bills by analyzing the data and making corrections
·Manage monthly volume of bigdata with proper examination, process, calculations and communicate the results effectively
Rural Upliftment, Community Development, Social Welfare and Education Spreading:
While I was working with Cybage Software, I was a part of Cybage Asha Trust and Cybage Khushboo Charitable trust where I have worked towards positive change to the lives of the underprivileged through these corporate social responsibility wings which execute educational and socio-economic drives. Thousands of families have benefitted from it.