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Ashok Kumar G Email & Phone Number

Data Engineer | Data Science | Python | Tableau | SQL | Azure | MS-DS @ UoM | Actively Seeking Full-Time Positions | RGUKT Alumni
Location: Dearborn, Michigan, United States 3 work roles 2 schools
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Role
Data Engineer | Data Science | Python | Tableau | SQL | Azure | MS-DS @ UoM | Actively Seeking Full-Time Positions | RGUKT Alumni
Location
Dearborn, Michigan, United States

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Ashok Kumar G is listed as Data Engineer | Data Science | Python | Tableau | SQL | Azure | MS-DS @ UoM | Actively Seeking Full-Time Positions | RGUKT Alumni based in Dearborn, Michigan, United States. AeroLeads shows a matched LinkedIn profile for Ashok Kumar G.

Ashok Kumar G previously worked as Teaching Assistant at University Of Michigan and Data Engineer at Geekbull Consulting. Ashok Kumar G holds Master'S Degree, Data Science, 3.7 from University Of Michigan.

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About Ashok Kumar G

As a dedicated Data Science graduate student at the University of Michigan Dearborn, I bring a robust blend of academic excellence and hands-on experience to the data analytics and engineering fields. My academic journey has been enriched by a diverse range of relevant coursework including AI, Database Systems, Applied Regression Analysis, Big Data Analytics, Deep Learning, and more.I have over three years of experience in programming languages such as Python, R, SQL, PostgreSQL, and MATLAB. My expertise extends to reporting tools like Tableau, Looker, and Apache Superset, as well as creating interactive dashboards using Streamlit, Flask, and Leaflet. Proficient in handling large-scale datasets, I am well-versed in big data technologies such as Hadoop, Spark, and Hive, and have experience optimizing data pipelines for efficient processing.In my role as a Data Engineer at Geekbull Consulting, I developed a real-time data analysis platform leveraging Hadoop and AWS technologies, significantly enhancing operational efficiency and decision-making for state agencies. My responsibilities included executing end-to-end ETL processes, managing data ingestion and transformation, and developing automation scripts.As a Teaching Assistant for the Artificial Intelligence course at the University of Michigan, I led discussions, taught AI methodologies, and guided students through practical implementations and case studies. My ability to communicate complex concepts and provide one-on-one support has been instrumental in helping students overcome academic challenges.My academic projects have further honed my skills. In the US Accident Data Analysis project, I used Tableau to visualize and communicate findings, providing valuable insights for researchers and policymakers. For the Auto MPG Calculation project, I conducted exploratory data analysis and developed predictive models using techniques such as linear regression and decision trees, assessing model performance with metrics like RMSE and R-squared.I am passionate about leveraging data to drive insights and inform decision-making. My strong interpersonal and communication skills, coupled with my problem-solving and critical thinking abilities, enable me to collaborate effectively in cross-functional teams. I am always eager to explore innovative approaches in machine learning and data science to solve complex problems and make a meaningful impact.Feel free to connect with me here on LinkedIn or reach out via email at gadirajuashokkumar182@gmail.com

3 roles

Ashok Kumar G work experience

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Teaching Assistant

Michigan, United States

  • Collaborated with researchers, Computer Sciences Department, worked as recitation instructor of the CIS 579 – Artificial Intelligence course.
  • Led discussions to elucidate search techniques and intricate algorithms, showcasing strong leadership and program management skills.
  • Taught various AI methodologies, including machine learning algorithms, neural networks, and natural language processing techniques.
  • Guided students through practical implementations and case studies to enhance their understanding of AI concepts.
  • Provided one-on-one support to students, addressing their questions and helping them overcome academic challenges.
  • Responsible for grading assignments and preparing comprehensive reports to track student progress.
Aug 2023 - Apr 2024

Data Engineer

India

  • Contributed to developing a real-time data analysis platform for the Geekbull Consulting, aimed at enhancing operational efficiency anddecision-making across state agencies. The project leveraged the Hadoop ecosystem.
  • Attended to all user stories following AGILE methodologies.
  • Executed end-to-end ETL processes using Hadoop, including creating tables in HDFS based on data architect and functional requirements.
  • Extracted data from large, structured datasets (Oracle and SQL Server) and loaded it into HDFS using Sqoop.
  • Ingested data as delimited files into HDFS and performed necessary transformations using Hive (HQL) scripts before loading the data intotables.
Aug 2021 - Jul 2022

Data Engineer Intern

India

  • Managed and automated data processes to build a data platform using Python on Spark.
  • Developed multiple MapReduce jobs for data cleaning and preprocessing.
  • Experienced in installing, configuring, and using Hadoop ecosystem components, as well as defining job flows.
  • Imported and exported data into HDFS and Hive using Sqoop and Flume.
  • Created Hive tables to extract data for relevant EDW tables and processed unstructured data using PIG and Hive.
  • Developed and deployed shell and Python scripts for automation, notification, and monitoring and engineered real-time data processingpipelines for streams, optimizing data throughput and accuracy.
Jan 2021 - Aug 2021
2 education records

Ashok Kumar G education

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What is Ashok Kumar G's role at their current company?

Ashok Kumar G is listed as Data Engineer | Data Science | Python | Tableau | SQL | Azure | MS-DS @ UoM | Actively Seeking Full-Time Positions | RGUKT Alumni.

Where is Ashok Kumar G based?

Ashok Kumar G is based in Dearborn, Michigan, United States.

What companies has Ashok Kumar G worked for?

Ashok Kumar G has worked for University Of Michigan and Geekbull Consulting.

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What schools did Ashok Kumar G attend?

Ashok Kumar G holds Master'S Degree, Data Science, 3.7 from University Of Michigan.

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