MADHU MITHA VELAMPALLI
Peoria,IL
Summary
Detail-oriented, organized and meticulous employee managing multiple priorities with a positive attitude. Enthusiastic team player ready to contribute to company success and works at fast pace to meet tight deadlines.
Overview
7
7
years of professional experience
Work History
Graduate Research Assistant
Bradley University
07.2023 - 12.2023
- Collaborated under the guidance of Dr. Uskov on cutting-edge research in the areas of Smart Universities, Smart Pedagogy, and Challenge-Based Learning.
- Conducted comprehensive Bibliometric analyses using Scopus and Web of Science tools to assess the impact and relevance of academic literature in the target research areas.
- Managed and curated large datasets related to Smart Universities, Smart Pedagogy, and Challenge-Based Learning, ensuring data accuracy and integrity for research purposes.
- Contributed to research publications and presentations, showcasing innovative findings and insights in the field of Software Engineering by applying critical thinking and problem solving skills to address challenges.
Data Engineer
IBM
12.2020 - 07.2022
- Developed, implemented, supported and maintained data analytics protocols, statistical methods to generate business insights.
- Knowledge of big data frameworks and tools such as Apache Hadoop, Apache Spark, and Apache Kafka for processing and analyzing large volumes of data
- Experience with cloud platforms like Azure and IBM Cloud Platform, and the ability to deploy, manage, and optimize data infrastructure in the cloud.
- Collaborated with the team on ETL (Extract, Transform, Load) tasks, maintaining data integrity and verifying pipeline stability with help of Python, Tableau.
Entrepreneurship Intern
NorthEastern University
02.2017 - 03.2018
- Established and maintained a successful company atmosphere and built a cohesive team environment by developing a startup pertaining to online shopping.
- Addressed internal and customer related issues which promoted high customer satisfaction with smoother operations affecting strategic solutions.
- Generated consistent cash flow through continuous advertisements and met profit objectives.
Education
Masters in Computer Science -
Bradley University
2024
Bachelor of Technology - Electronics And Communications Engineering
Jawaharlal Nehru Technological University
2020
Skills
- Languages: Java, Python, HTML, CSS and JavaScript
- Machine learning Libraries: TensorFlow, PyTorch, Scikit-Learn, randomForest,Weka
- Deep Learning: Convolutional Neural Networks, Recurrent Neural Networks
- Data Preprocessing and Visualization: Pandas, Matplotlib
- Analytics tools: Hadoop, Apache Spark, Apache Hive, Tableau
- Databases: Oracle Database, MySQL, MongoDB, SQLite
- Cloud-Based Technologies: Microsoft Azure, IBM Cloud
- Operating System: Linux
- Relevant Coursework: Software Engineering, Agile Software Development, Database Management Systems, Algorithms, Software Project Management, Web Technologies, Machine learning, Artificial Intelligence
Academic Projects
- Collaborated on “3D Construction MarketPlace” a new innovation by Caterpillar facilitating buying and selling of 3D printed structured designs.
-Technology : HTML, CSS, Javascript, PHP, SQL, PhpMyAdmin, Filezilla, Github.
- Key Responsibilities :
~ Led the development and refinement of epics and user stories, working closely with product owners and stakeholders to gather requirements and prioritize feature development.
~ Designed and developed a user-friendly website from scratch, incorporating vital features including a secure login module and registration system, resulting in a increase in user engagement and strengthened security measures
- Generated a “Music Recommendation System” leveraging a Spotify dataset.
-Technology : Python, Scikit-learn, pandas, matplotlib, seaborn, Spotify API.
- Key Responsibilities :
~ Performed meticulous data preprocessing on the Spotify dataset, addressing missing values and upholding data quality standards.
~ Led the successful development of an innovative end-to-end recommender system for personalized music suggestions, utilizing user preferences and clustering patterns using data visualization techniques.
- Designed a “Recipe Sharing Platform” website, providing users with the ability to share, discover, and collaborate on culinary creations. -Technology : HTML, CSS, JavaScript, MySQL, ejs, Node js, Github.
- Implemented a data pipeline to analyze and update global data requirements for the "Alliance End Plastic Waste Management", resulting in improved data accuracy and efficiency in tracking progress towards key goals. -Technology : ETL, Python, SQL and IBM cloud.
- Developed analytics models and project plans for "Smart Learning Analytics Systems" using SE tools and Microsoft Project.
- Designed and implemented the innovative "Smart Water Metering System", revolutionizing water management by enabling continuous flow of water, accurately tracking consumption, and automating bill generation processes
-Technology : Internet Of Things using Python language.
Timeline
Graduate Research Assistant
Bradley University
07.2023 - 12.2023
Data Engineer
IBM
12.2020 - 07.2022
Entrepreneurship Intern
NorthEastern University
02.2017 - 03.2018
Masters in Computer Science -
Bradley University
Bachelor of Technology - Electronics And Communications Engineering
Jawaharlal Nehru Technological University
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