Kusum Singh Email and Phone Number
Kusum Singh work email
- Valid
Kusum Singh personal email
• Overall 12 years of experience Experience in Machine Learning, Deep Learning, Data Mining with large datasets of Structured and Unstructured Data, Data Acquisition, Data Validation, Predictive Modeling, and Data Visualization.• Experience in building models with deep learning frameworks like TensorFlow, PyTorch, and Keras.• Experience with data visualizations using Python and R and generating dashboard with Tableau.• Experience in building robust Machine Learning, Deep Learning and Natural Language Processing Models.• Experienced in Python data manipulation for loading and extraction as well as with python libraries such as matplotlib, NumPy, SciPy and Pandas for data analysis.• Experience in working with Machine Learning algorithms like Classification, Regression, Clustering, Decision Tree algorithms, Random Forests, and Time Series Methods.• Experienced in using source code change management and version control tool such as GitHub.• Expertise in Statistical analysis, Text mining, Supervised learning, Unsupervised Learning, and• Reinforcement learning.• Experience with Python Libraries Pandas, NumPy, Seaborn, Matplotlib, NLTK, Spacy, Scikit - learn, Keras and TensorFlow in developing end to end Analytics and ML, DNN models.• Experience in plotting visuals, building dashboards and storytelling using Tableau, AWS Quick Sight, Matplotlib, Seaborn, Plotly and Power BI.• Experience in Text Mining of cleaning and manipulating text and finding sentiment analysis from text mining data. • Experienced with machine learning algorithm such as logistic regression, random forest, XGboost, KNN, SVM, neural network, linear regression, lasso regression and k - means• Experience implementing BI solutions using Analysis Services (SSAS), dashboards, scorecards using Reporting Services (SSRS), Power BI, Tableau & Excel PowerPivot.• Experienced in Machine Learning and Statistical Analysis with Python Scikit-Learn.• Experience working in AWS environment using S3, Athena, Lambda, AWS Sage maker, AWS Lex, AWS Aurora, Quick Sight, Cloud formation, Cloud Watch, IAM, Glacier, EC2, EMR, Recognition and API Gateway.• Experience in building models with TensorFlow and top-level frameworks such as Keras, Theano and Pytorch.• Experience in Statistical Analysis and Testing including Hypothesis test, Anova, Survival Analysis, Longitudinal Analysis, Experiment Design and Sample Determination and A/B test.
-
Data Scientist And Azure EngineerSaint Peter'S UniversityUnited States
-
Senior Data Scientist/Technical ArchitectTata Consultancy Services Apr 2024 - PresentMumbai, Maharashtra, In -
Data ScientistSaint Peter'S University Dec 2022 - PresentJersey City, Nj, Us
-
Data ScientistDid Agency Mar 2022 - Dec 2022Philadelphia , Pa, Us• Experienced in Google Cloud Platform (GCP) such as cloud storage and database, cloud AI, cloud IAM, compute engine, billing, SDK, cloud shell, Google big query etc.• Collaborated with data engineers and operation team to implement ETL process, wrote and optimized SQL queries to perform data extraction to fit the analytical requirements.• Worked on data cleaning and ensured data quality, consistency, integrity using Pandas, NumPy.• Dealt with missing values by removing unnecessary features and replacing missing data with statistical result. Converted unstructured records data to structured dataset using feature engineering. • Explored and visualized the data to get descriptive statistics and inferential statistics for better understanding the dataset. Data analysis with help of graphs using Matplotlib and Seaborn library.• Participated in feature engineering such as feature generating, PCA, feature normalization and label encoding with Scikit-learn preprocessing.• Performed K-fold cross validation for train-test split before building machine learning models.• Built predictive models including Logistic Regression, Random forest, and Bagging to predict whether the patient insurance claim is legit or fraud by using python Scikit-learn. • Implemented training process using cross-validation and evaluated the result based on different performance matrices.• Enforced F-Score, ROC, Confusion Matrix, Precision, and Recall evaluating different models’ performance.• Collected feedback and retrained the model to improve the performance.• Created and maintained reports for the various data visualizations and results using Tableau and Matplotlib.Model: Logistic Regression, Decision Trees, Random ForestEvaluation Metrics: Confusion Matrix, Recall, Precision, ROC, Cross ValidationTechnologies: Python, MySQL, Machine Learning Libraries – NumPy, Pandas, Scikit, Stats-model -
Data ScientistDigitas Health Sep 2021 - Feb 2022Philadelphia, Pa, Us1)Cultural Health Moments: A Search Analysis During Times of Heightened Awareness to Identify Potential Interception Points with Digital Health Consumers2) Analysis of Digital Search Behaviors of Digital Health Consumers to Identify Trends In Highly-Personalized Health Search. -
Data ScientistKmart Australia Limited Sep 2020 - Aug 2021Mulgrave, Vic, AuTo create a working prototype of a visual search tool that can eventually be integrated into the Kmart website to improve customer's experience.• Developed a reverse image search engine of more than 200k images, applying NLP techniques for product recommendation. Work involves the application of Tools: Python: TensorFlow, Keras; Tableau, R Platform: Google Cloud -
Data Analyst|Data ScientistIcici Bank Ltd Apr 2009 - Apr 2019Mumbai , Maharashtra, In•Experienced in collecting, summarizing, and predicting customer databases to detect fraudulent activities.Implemented a project using Python, scikit-learn, NumPy, Pandas, Scipy and UNIX for detecting handwritten digits using artificial neural networks (NLP) and convolutional neural networks.Designed and developed an advanced recommendation system for real estate and finance customers utilizing R and Python.•Used Python, R, SQL to create Statistical algorithms involving Multivariate Regression, Linear Regression, Logistic Regression, PCA, Random Forest models, Decision trees, Support Vector Machine for estimating the risks of welfare dependency.•Identified and targeted welfare high-risk groups with Machine learning/deep learning algorithms..Used text-mining process of reviews to determine customer’s concentrations.•Experienced in creating powerful recommendation engines that can create sales opportunities for banks.Gathering data from a variety of data sources, performing meaningful analysis (Predictive, prescriptive, descriptive) and presenting the analysis.•Analyzing large data sets to reveal underlying patterns and trends quantitatively. •Develop advanced analytics solutions including customer segmentation, optimization, testing & design of experiments and prescriptive analytics to solve business problems. Operate as a subject matter expert on statistical analysis, test and design of experiment, analysis methodology, modeling & application and financial impact analysis.•Experienced in developing business reports by writing complex SQL queries using views, volatile tables.•Performed Data Analysis and extensive Data validation by writing several complex SQL queries.•Involved in the design and development of standard and ad-hoc reporting using SQL•Responsible for data lineage, maintaining data dictionary, naming standards and data quality.•Performed Data Manipulation using MS Excel Pivot Sheets and produced various charts for creating the mock reports. -
Technical Support SpecialistIbm Daksh Oct 2008 - May 2009Gurugram, Haryana, In• Troubleshooting internet-related issues of Canadians over the phone or by remote control.• Selling and setting up new internet connections.• Handling modem and antivirus-related issues.• Configuring email and troubleshooting email-related issues Troubleshooting and software repair of internet-related issues
Kusum Singh Skills
Kusum Singh Education Details
-
Saint Peter'S UniversityData Science -
Svkm'S Narsee Monjee Institute Of Management Studies (Nmims)Banking And Management
-
Sikkim Manipal Institute Of Technology - SmuFinance
-
Niit Institute Of Finance, Banking & Insurance Training Ltd.Banking
-
Kendriya Vidyalaya,Meg & Center (S),BangaloreScience
Frequently Asked Questions about Kusum Singh
What company does Kusum Singh work for?
Kusum Singh works for Saint Peter's University
What is Kusum Singh's role at the current company?
Kusum Singh's current role is Data scientist and Azure Engineer.
What is Kusum Singh's email address?
Kusum Singh's email address is ks****@****ers.edu
What schools did Kusum Singh attend?
Kusum Singh attended Saint Peter's University, Svkm's Narsee Monjee Institute Of Management Studies (Nmims), Sikkim Manipal Institute Of Technology - Smu, Niit Institute Of Finance, Banking & Insurance Training Ltd., Kendriya Vidyalaya,meg & Center (S),bangalore.
What skills is Kusum Singh known for?
Kusum Singh has skills like Retail Banking, Team Management, Banking, Credit, Relationship Management, Cross Selling, Loans, Risk Management, Business Development, Mis, Credit Risk, Finance.
Free Chrome Extension
Find emails, phones & company data instantly
Aero Online
Your AI prospecting assistant
Select data to include:
0 records × $0.02 per record
Download 750 million emails and 100 million phone numbers
Access emails and phone numbers of over 750 million business users. Instantly download verified profiles using 20+ filters, including location, job title, company, function, and industry.
Start your free trial