I am an expert in Predictive Modelling, Machine Learning, and AI, with 18 years of experience in Data Mining and Analytics across Banking, Marketing, Healthcare, and other industries. I am an expert in Statistical Analys…
I am an expert in Predictive Modelling, Machine Learning, and AI, with 18 years of experience in Data Mining and Analytics across Banking, Marketing, Healthcare, and other industries. I am an expert in Statistical Analysis, Data Visualization, and Exploratory Data Analysis, and I am proficient in Python, R, SAS, and SQL. I excel at team leadership, standardization of processes, and automation. My portfolio consists of successful model creation, risk analysis, and consumer segmentation, all of which facilitate business expansion. I effectively collaborate with cross- functional executives and employ analytical insights to achieve optimal outcomes. I have established and expanded Analytics departments utilizing Agile and Scrum methodologies. My talents encompass Data Governance, Deep Learning, Natural Language Processing, and Big Data Analytics. My dynamic method combines domain expertise, data science, and machine learning to produce robust solutions. From predictive modeling to team mentoring, I possess the skills necessary for senior data scientist positions. My certification in POWER BI, SQL, Cloud Services, and Big Data Analytics demonstrates my abilities.
End to end road map starting with understanding business requirements and data availability recommending suitable ai/ml solutions preparing data cleaning validating creating exploratory data analysis applying suitable ai/ml solutions
Integrated data from different sources into target with business rules and incremental load
Led Exploratory Data Analysis & Visualization by deriving insightful insights
Utilized Apriori algorithm to generate significant association rules (Next Best Offer)
Led Customer segmentation for cross-sell models such as personal finance, credit card, prepaid card, and probability default risk model utilizing machine learning technique
Generated ad hoc intelligent lists, such as customer spend by merchant insights for supplying the offer and the prime customer with first man power allowance to target for salary account campaigns through SMS and Direct Call
Employed an NLP technique to classify the merchants who provided the offer
Utilized image reorganization to prompt the of application to examine the absent signature
Teaching Descriptive, Probability, Distribution, Correlation, Regression, Forecasting, Inference, Multivariate
Guided Students for their research suitable research frame and statistical analysis based on objective of study
Directed data cleansing and validation
Created Logistic regression, decision tree, and random forest
Backed up and enhanced SVM mode
Achieved very good accuracy in demand forecasting supply chain optimization project for BEML client when working for Vayam technologies
Fine-tuned the Decision tree existing model and achieved very good accuracy for the client Xerox
Got outstanding award for implementing customized complex random number and material code generation and Simon Pocock algorithm implementation in SAS when working in Cenduit
Developing a Data Flow architecture model for BI and Reporting Team
Created student survey data visualization dashboard and insights in power bi
Teaching Descriptive, Probability, Distribution, Correlation, Regression, Forecasting, Inference, Multivariate
Guided Students for their research suitable research frame and statistical analysis based on objective of study
Reviewed randomization and material lists to ensure they met the specifications and/or randomization plan's requirements
Generated complex random numbers using procedures; Survey select, ranuni, and Plan procedures in SAS; statistical component validation for Randomization
Employed Regression Correlation, Time series, the white Noise Test, and Chi-square
Contributed to the instruction of other functional divisions concerning statistical components
نظام التوظيف التشغيلي المعتمد على الذكاء الاصطناعي أولاً، الذي يوحّد ويؤتمت دورة التوظيف بالكامل للمؤسسات الحديثة حول العالم.
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