Front End Machine Learning

Anushka Rodi

Milwaukee, WI • 812-***-**** • ad6k6n@r.postjobfree.com • https://www.linkedin.com/in/anushkarodi/

Innovative professional with a strong background in full-stack development, data analysis, and machine learning. Proficient in Python, SQL, JavaScript, and various design frameworks. Successfully led projects improving customer experience and streamlining workflows. Skilled in developing automated deployment pipelines, enhancing application reliability, and optimizing ETL processes. Holds a master’s degree in computer science with a solid academic and research foundation. Certified in Business Analysis and Full-Stack Development. Committed to leveraging technical expertise and creative insights to drive impactful solutions across diverse industries.

TECHNICAL SKILLS

Languages:

Frameworks:

Databases :

DevOps/Tools:

Python, HTML, CSS, JavaScript, Nodejs, Oracle, Java, C++, C#, R. React, Spring Boot, Node.js, Android, Angular, Figma, Flask, Flutter, Tableau, Hive, Google Analytics, MapReduce, Business PostgreSQL, MySQL, Oracle DB, MS SQL Server, MongoDB Security Skills: Wireshark, Firewalls, Malware Analysis, Vulnerability Management, Network Security, SIEM, Cloud Security. Excel, Word, Power-BI, ERP, Apache, Agile Methodologies, Project Management, SAP, Debugging, Testing, TCP/IP, DNS, DHCP, Routing/Switching, IDA PRO, Jira, Metasploit, Troubleshooting, Communication skill. WORK EXPERIENCE

UST Global Business Analyst Pune, India Jun 2021 – Oct 2021

• Identified operational inefficiencies and gaps in customer experience within the loyalty program platform.

• Employed advanced SQL techniques for precise data analysis, ensuring impeccable accuracy, developed comprehensive BRDs, FRDs, and use cases to align with project goals and stakeholder expectations.

• Executed cross-functional innovative solutions aligned with organizational goals and regulatory requirements. Facilitated effective communication throughout the process. Achieved a 25% reduction in customer complaints related to the loyalty program platform. Seven Mentor Pvt Ltd Data-Driven Full Stack Developer Pune, India Dec 2021 – Feb 2022

• Managed large datasets and workflow documentation processes which previously led to errors in project management.

• Implemented effective time management strategies, leveraging Python, SQL, and cybersecurity skills. Streamlined workflow documentation processes using tools like Figma and Tableau.

• Achieved an 85% reduction in errors through improved time management and workflow optimization. Applied cybersecurity measures to ensure data integrity and protect organizational assets. MIT-WPU Research Intern Pune, India Sep 2021 – Nov 2021

• Addressed the challenge of autism spectrum disorder diagnosis through the application of machine learning models.

• Engaged with extensive datasets encompassing Adults, Adolescent, and childhood behavioral data, stored in CSV format. Enforced five algorithms in Python, including RF (Random Forest) and k-NN (k-Nearest Neighbor), to achieve accurate results.

• Successfully presented a trained machine learning model achieving an impressive AUC of 0.997, indicating the model's effectiveness in assisting autism spectrum disorder diagnosis.

PROFESSIONAL PROJECTS

Sales Analytics Accelerator Initiative Academic Work Jan 2021– Mar 2021

• Led development of Tableau dashboards and sales insights platform, increasing data-driven decision-making by 35%. Optimized SQL-based ETL processes for 50% efficiency gains. Designed Tableau star schema for real-time sales analysis, improving insights by 45%.

• It Utilized SQL, Tableau, Power BI, Excel, MySQL, and SQL Server for robust analysis framework, enhancing strategic planning and operational efficiency.

Strategic Market Analysis Platform Academic Work Jan 2022 – Mar 2022

• Small businesses faced hurdles using advanced market analytics due to complex data integration.

• Developers utilized Python and SQL to aggregate and analyze data from sales, social media, and industry reports in the Market Insight Dashboard. They implemented Tableau and Power BI for data visualization, making complex analytics accessible.

• The dashboard now enables businesses to effectively identify market trends and consumer behaviors, supporting strategic, data-driven decision-making. Managed with agile practices, it serves as a crucial tool for navigating market changes, demonstrating comprehensive Business Analyst skills.

Automated Web Application Deployment Pipeline Academic Work Oct 2023 – Dec 2023

• Developed and executed an automated deployment pipeline, reducing deployment time by 60% through CI/CD practices.

• Integrated Git for version control, Docker for containerization to ensure deployment consistency, and Jenkins for continuous integration, automating 70% of build and deployment tasks.

• Implemented an automated deployment pipeline, cutting deployment time by 60% and eliminating errors. This ensured seamless multi- environment deployment, enhancing application reliability and scalability, and significantly boosting productivity and time-to-market. EDUCATION

Master of Science – Computer Science

University of Wisconsin Milwaukee, Wisconsin, Milwaukee, USA Bachelor of Engineering – Computer Science

MIT-WPU, Pune, Maharashtra, India

GPA: 3.50 / 4.00

Sep 2022 – May 2024

GPA: 3.80 / 4.00

Jun 2018 – May 2022

ACCOMPLISHMENTS

Certifications:

• Business Analysis by Microsoft and LinkedIn, Full-stack development by Seven Mentor, Software Engineering Job Simulation by JPMorgan. Research Paper : Pervasive Development Disorder Detection and Analysis Using Machine Learning Expert Systems.

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