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Machine Learning Data Analytics

Location:
Waltham, MA
Salary:
30
Posted:
February 04, 2024

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Resume:

Aniruthan (Ani) Swaminathan Arulmurugan

Boston, MA +1-617-***-**** ad3c9q@r.postjobfree.com LinkedIn GitHub Education

Northeastern University, Boston, MA [GPA 4.0] Expected: May 2025 Master of Science - Data Analytics Engineering

Relevant coursework: Database Management for Analytics, Computation and Visualization, Supervised Machine Learning. Amrita University Jul 2020

Bachelor of Technology - Electronics and Communication Engineering Relevant coursework: Optimization Techniques, Soft Computing, Data Structures and Algorithms. Skills

Cloud and Infrastructure: AWS (Redshift, S3, Athena, CloudWatch, EC2, Lambda, RDS, Quick Sight, Data Pipeline, Glue), Azure (Data Factory, Databricks, Data Lake Gen 2, Synapse), VMware. Data Engineering: Data Modeling, Database design, ETL (Pentaho, Talend), Data Warehousing, Big Data Technologies (Spark), Git. Data Analytics: Descriptive, Diagnostic, Predictive and Prescriptive Analytics Programming Languages: Python, R, SQL, Cypher

Machine Learning: Linear/ Logistic regression, K-means clustering, SVM, Deep Learning, Model evaluation, Feature engineering. Data Visualization: Power BI, Flourish, Tableau

Experience

Hewlett Packard Enterprise, Bengaluru, India May 2022 to Jul 2023 Technical Problem Manager

• Developed a multi-source ETL pipeline, extracting, transforming, and loading over 100,000 data points into a data Warehouse.

• Integrated the core layer of the warehouse to Power BI to automate weekly reports which reduced manual efforts by 100%.

• Analyzed the warehouse data to identify and resolve recurring client network issues, resulting in a 70% problem reduction.

• Enhanced team efficiency by 80% through the implementation of optimizations that addressed and rectified process gaps.

• Created a Power BI dashboard for a comprehensive snapshot of key network service parameters, enabling refined monitoring. Hewlett Packard Enterprise, Bengaluru, India Oct 2020 to Apr 2022 Technical Solution Consultant

• Expertly resolved 100+ escalations and network outages, ensuring swift resolution and minimal impact to network services.

• Engineered a Python script to extract key device parameters from log files into a CSV, enhancing resolution speed by 100%.

• Sustained top 3 rating throughout tenure by expertly employing diagnostic analysis for efficient network issue resolution. Hewlett Packard Enterprise, Bengaluru, India Jan 2020 to Aug 2020 Intern

• Acquired expertise in Data Center and Software Defined Infrastructure, Cloud Concepts, and enterprise operating systems.

• Led the transition of knowledge articles from a legacy system to the new KM Tool, markedly improving data organization and retrieval, which increased article accessibility by 100%.

• Deployed a 99.99% high-availability enterprise server solution using VMware and HPE products for hosting applications. Projects

• Database Design for Incident Management System: Architected an ITSM incident management database, converting EER/UML models into a 23-table normalized relational model using MySQL, extended to MongoDB for improved management.

• Azure Data Pipeline Architecture: Extracted 15 tables from on-premise SQL server to Azure DataLake Gen2 via Data Factory, cleansed and transformed with Databricks, and loaded into Synapse for Power BI visualization.

• Real-time Data ETL Pipelining: Developed an ETL pipeline using AWS tools to process 1 million user data from StepSetGo app, leading to a 30% reduction in customer acquisition costs and enhanced data-driven decision-making.

• Olympic Dashboard using Tableau: Analyzed Olympic medal factors (1960-2016) using Python/Tableau, focusing on KPIs, GDP-medal correlations and gender disparities. Elevated dashboard functionality and design through A-B testing.

• Detection Using Deep Learning (YOLO): Crafted a YOLO model-based pothole detection system with 72.12% precision, using a 1500-image bespoke dataset of Indian roads to boost road safety and enable real-time vehicle implementation.

• Data Visualization Specialist for Public Health Insights: Designed a Flourish story map website showing obesity trends and physical activity impacts, revealing a 0.93 and -0.73 correlation with inactivity and vigorous physical activities, respectively. Leadership Skills

• Orchestrated a cross-functional team to architect an innovative firmware recommendation system which boosted device configuration compatibility and efficiency by 80%.

• Delivered 10+ comprehensive technical and process training modules for new employees.

• Executed comprehensive interviews for Technical Solution Consultant roles, demonstrating leadership in talent acquisition. Certifications

• ITIL Foundation certificate, Machine Learning, Taming Big Data with Apache Spark and Python, Data Warehouse - The Ultimate Guide.



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