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Title Machine Learning Saint Louis
Target Location US-MO-St. Louis
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EMAIL AVAILABLE PHONE NUMBER AVAILABLEEDUCATIONSaint Louis University, Saint Louis, MO. Aug22 - May24 Master of Science in Artificial Intelligence GPA: 3.64/4.00 EXPERIENCEProgram Analyst, Talented IT, Remote. Oct23 - Dec23Engineered data-driven solutions for complex business problems using advanced analytics and machine learning, enhancing decision-making processes and increasing operational efficiency by 25%.Orchestrated quality assurance protocols and automated testing frameworks for software applications, resulting in a 30% reduction in bug-related incidents and improving product release cycles by 15%.Implemented a robust data lineage framework to streamline data management and compliance processes, cutting data retrieval time by 40% and improving data accuracy by 20%.Collaborated with cross-functional teams to develop and deploy an e-library web application, integrating secure authentication protocols and user-friendly interfaces, achieving a user satisfaction rate of 95% and increasing engagement by 50%. Teaching Assistant, Machine Learning, Saint Louis University. Aug22 - May23Guided over 50 students through complex machine learning concepts, resulting in a 95% pass rate and significantly improving their understanding of the subject.Developed and prepared over 20 resource materials aligned with learning objectives, in collaboration with lecturers, to enhance curriculum design and delivery.Facilitated interactive lab sessions and led hands-on projects, integrating theoretical learning with real-world applications, which boosted student engagement by 30%.Conducted weekly office hours and one-on-one sessions, providing personalized assistance and constructive feedback on graded projects, improving student performance by 20%.Quality Analyst, Cognizant Technology Solutions India Pvt Ltd., India. Oct19 - Jun22Achieved a 98% accuracy rate in data reports by conducting regular audits and ensuring compliance with company standards, resulting in zero escalations.Mentored and trained over 10 junior team members, enhancing overall team performance and improving quality output by 20%.Analyzed process workflows and identified key areas for improvement, leading to a 25% reduction in error rates.Implemented quality control measures and streamlined processes, which resulted in a 15% increase in efficiency across projects. Agent in Account Rollup Process (ARP), Cognizant Technology Solutions India Pvt Ltd., India. May19 - Oct19Researched over 500 companies monthly to ensure accuracy for the sales billing process, utilizing the Green Tea tool and Google Ads page to analyze and compile company hierarchies.Enhanced data accuracy by 20% through diligent cross-referencing and verification, significantly reducing billing errors.Collaborated with team members to streamline research processes, leading to a 15% increase in efficiency.Supported the sales team by providing accurate and timely company hierarchy reports, boosting sales team productivity by 10%. Android Developer, Coign Institute, India. Jun18 - Mar19Developed and maintained Android applications, achieving a 99% crash-free user experience, and ensured they met all functional and design requirements.Designed and implemented user interfaces, boosting user engagement by 30% through intuitive and engaging experiences.Collaborated with cross-functional teams, including designers and other developers, to deliver high-quality software, resulting in a 20% increase in customer satisfaction.Debugged and optimized the applications for performance and usability, reducing app load times by 40%. PROJECTSHealthcare and Life Expectancy Predictive Modeling Project. Responsibilities:Sourced healthcare datasets from Kaggle, performed extensive preprocessing to handle missing values, normalize continuous variables, encode categorical variables, and implemented data augmentation techniques such as MWMOTE to address class imbalance.Conducted in-depth EDA using visualization tools to uncover patterns and relationships within the data, highlighting key risk factors for stroke prediction. Utilized box plots and correlation matrices to identify and mitigate outliers and multicollinearity.Engineered classification models (Logistic Regression, LDA, KNN, Random Forest, Boosted Trees, SVM) for stroke prediction and regression models (MLR, Lasso, Ridge, GAM, Random Forest, Boosted Trees, SVM) for life expectancy prediction. Applied k-Fold Cross-Validation for enhanced generalization, achieving balanced accuracy for classification and RMSE/R for regression.Fine-tuned hyperparameters via grid search and cross-validation, focusing on sensitivity and specificity balance in stroke prediction, leveraging advanced ensemble techniques and regularization methods to reduce overfitting and boost predictive accuracy. Outcomes:Attained actionable insights revealing that former smokers, self-employed individuals, urban residents, and patients with hypertension or heart disease have higher stroke risks. Identified key predictors for life expectancy, including HIV/AIDS prevalence, income composition, adult mortality, and schooling, guiding public health interventions.Produced complete reports and visualizations to communicate findings to stakeholders, facilitating data-driven decision-making in healthcare policy and practice. SKILLS:Programming/Technologies: Python, R, SQL, C, C+, Java, HTML/CSS.Tools: GIT, WordPress, Docker, Visual Studio, Eclipse.Machine learning: Supervised and unsupervised learning, Deep learning, Neural Network.Libraries: Pandas, NumPy, Matplotlib.Documentation Suites: (MS Office).ACHIEVEMENTS:Oracle Associative Java Programmer - Registered No. - (2023687510).Certification on Embrace Responsible AI Principles and Practices  Microsoft Certification (Coursera).Certification on Create an Azure AI Search Solution  Coursera.Certification on Create a Composed Document Intelligence Model Coursera.Certification on Extract Data from Forms with Azure Document Intelligence  Coursera.Certification on Use Prebuilt Document Intelligence Models  Coursera.Proficient in project management with a focus on leadership, organization, and communication; led and coordinated community outreach programs, providing educational resources and support to underprivileged children, positively impacting over 300 children in a voluntary organization People Helping Children while promoting collaboration and ethical standards among volunteers and stakeholders, ensuring effective implementation of initiatives and adherence to ethical practices.

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