Ashish K.  Mathew

Ashish K. Mathew

Data Scientist / AWS Data Engineer
United States of America

نبذة عني

Highly skilled and detailed oriented Post graduate in big data engineering student with a keen interest in Data Scientist, AWS Data Engineer, Data Analyst, BI Developer, and machine learning. Committed to helping compani…

الخبرة

Data Consultant

DR McNATTY
Jan 2023 - حتى الآن · 3 سنوات 6 أشهر

Successfully lead intricate data and tech projects, focusing on data management, reporting, and analytics for strategic clients.
 Skillfully executed data migration to Salesforce, ensuring data integrity, seamless transfer, and efficient integration.
 Meticulously map data fields for smooth Salesforce integration and improved data accessibility.
 Collaborated closely with stakeholders to analyze business requirements and deliver effective data management solutions.
 Empowered Construction Insights through Python-powered data analysis for construction project performance and efficiency.
 Optimized Data Infrastructure by harnessing Azure technologies to enhance data storage and processing capabiliti

Data Consultant

DR McNATTY, San Diego, CA
Jan 2023 - حتى الآن · 3 سنوات 6 أشهر

Successfully lead intricate data and tech projects, focusing on data management, reporting, and analytics for strategic clients.
Skillfully executed data migration to Salesforce, ensuring data integrity, seamless transfer, and efficient integration.
Meticulously map data fields for smooth Salesforce integration and improved data accessibility.
Optimized Data Infrastructure by harnessing Azure technologies to enhance data storage and processing capabilities.
Collaborated closely with stakeholders to analyze business requirements and deliver effective data management solutions.
Empowered Construction Insights through Python-powered data analysis for construction project performance and efficiency.

Data Analyst

Capio Group, Sacramento, CA
May 2021 - Dec 2022 · 1 سنة 7 أشهر

Led intricate data and technology initiatives for strategic clients, encompassing data management, reporting, in-depth analysis, and dashboard development, in support of multimillion-dollar client projects.
Conduced complete ETL workflows, converting raw data into actionable insights, by orchestrating the flow from the master database to SQL server, and architecting a data warehouse framework to facilitate research, analytics, and reporting for state-wide land acquisitions.
Enhanced data warehouse integrity by conducting proactive data reviews, detecting inconsistencies, and executing data cleansing operations to achieve a significant improvement of over 90% in data accuracy.
Managed and updated 4 interactive, solution-driven dashboards, incorporating DAX functions, addressing business requirements, validating data accuracy, identifying gaps, and ensuring user-friendly access to aligned data.
Designed two essential data visualizations crucial for business operations by translating business requirements into relevant schema and data models, enabling improved visibility of business bottlenecks.

Senior Capstone Project

College of Saint Rose, Albany, NY
Aug 2021 - Dec 2021 · 4 أشهر

Achieved superior quality in student retention and persistence predictive analysis by developing and implementing a comprehensive approach encompassing factor identification, qualitative interviews, data analysis, machine learning techniques, and defining gaps and trends, surpassing previous research standards.
Built and presented data-informed recommendations aligned with identified gaps and opportunities.
Collaborated with cross-functional teams to analyze business requirements and propose effective solutions using Java technologies.

Graduate Assistant

College of Saint Rose, Albany, NY
Jan 2020 - Jun 2021 · 1 سنة 5 أشهر

Managed the department database, overseeing data quality reviews, automating data extraction, collecting qualitative data, creating reports, and presenting key findings using SQL and other relevant tools.
Utilized SQL to compile and validate data from relational databases, meeting business requirements and conducting statistical and geographical analysis to study the distribution and concentration of Key Performance Indicators (KPIs).

Immigration Research Analyst

Immigration Department, Albany, NY
Mar 2020 - May 2021 · 1 سنة 2 أشهر

Analyzed data from 5 government sources to identify trends in immigration language access needs.
Led the end-to-end development of a centralized portal for agency requests and form submission, successfully implementing and adopting Power Automate to automate request allocation and department-wide accessibility.
Efficiently managed comprehensive end-to-end data workflows, encompassing data quality validations, ad-hoc reporting, dashboard development, process automation, data cleansing, migration, and integration, in support of a rapidly expanding Master Database.
Employed the Chi-Square Test to investigate the potential correlation between language proficiency (e.g., English-speaking ability) and immigration status or country of origin among immigrants in New York State, enabling the identification of language needs variations within different immigrant groups.
Utilized ANOVA to compare language access needs among immigrants from different countries of origin or educational backgrounds in New York State, facilitating targeted language services based on specific immigrant community needs.

Consultant

Tech Valley, India
Apr 2017 - Nov 2019 · 2 سنوات 7 أشهر

Delivered projects within defined timelines and budgets, addressing technical issues to ensure customer satisfaction.
Collaborated with client's team to gather requirements, conducted user acceptance testing, and provided post-implementation support.
Efficiently constructed and managed secure data warehouses focused on healthcare trends and insights, ensuring the smooth migration of data from various sources to a secure AWS server.
Created a resilient data pipeline by employing SQL and AWS big data stack technologies, including Data Pipelines, Kinesis Firehose, and AWS Glue, to facilitate efficient data extraction, transformation, and loading from diverse sources.
Delivered comprehensive technical training on data utilization best practices and data processes to enhance client adoption and facilitate smooth project transitions.

AWS Data Science Consultant

Tia AI Inc., Boston, MA
Mar 2022

Lead data optimization initiatives for a tech start-up, encompassing ETL data cleansing, intricate stock price data analysis, and the development of predictive modeling for the upcoming SaaS product launch.
Established data workflows as a founding technical team member including data warehouse, governance, and integrations.
Proficiently developed and managed high-performance, Java-based trading applications with a strong emphasis on optimizing trade execution speeds, ensuring low-latency execution, reliable market connectivity, and effective handling of concurrent market data processing, order routing, and risk management using multi-threading techniques.
Optimized development quality by improving change processes, functional specifications, user experiences, sprint planning, standups, retrospectives, and backlog management as a technical partner on cross-functional strategy teams.
Collaborated with traders, analysts, and risk managers to gather requirements and deliver custom financial software solutions that optimize trading strategies and improve overall performance.

المهارات

ارتباطات التدقيق برنامج المساعدة الرأسمالية تقديرات البناء أسطح زجاجية Data Analysis Data Mining Data Warehousing Regression Analysis Data Integration Data Mapping MapReduce Databases SAS Machine Learning Statistics Tableau OBIEE Oracle UNIX Stata MATLAB Strategic Planning Python Pandas Matplotlib Seaborn Scikit-learn XGBoost Beautiful Soup TensorFlow NumPy Apache Maven Gradle Ant Git SVN Spring Framework Spring Boot Spring MVC Spring Data Spring Security Hibernate Apache Struts Java Server Faces JSP JSTL Apache Tomcat Apache HTTP Server JDBC JPA JUnit JAX-RS Azure AWS
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