MONICA CHAGANTI
14-K Rambling Oaks Way, Catonsville,MD
Summary
To seek and maintain full-time position that offers professional challenges utilizing interpersonal skills, excellent time management and problem-solving skills. Dedicated and hard-working with passion for Big Data.
Overview
2
2
years of professional experience
1
1
Certification
Work History
Math Coach
UMBC
10.2022 - 05.2023
- Facilitated cooperative learning activities that promoted collaboration, critical thinking, and problem-solving skills among students.
- Integrated cross-curricular connections into mathematics instruction, fostering interdisciplinary understanding among students and assessed student progress through regular evaluations, adapting instructional methods for optimal results.
Project Management & Consultant
Futura Farmtech Solutions
06.2021 - 05.2022
- Contributed to 20% reduction in shrimp mortality by collaborating on IoT–based aquaculture monitoring system and implemented IoT-based smart fish farming system that enhanced fish survival rates, and reduced feed costs.
- Oversaw change control processes to ensure all requested modifications were properly documented, assessed, approved, and implemented throughout project lifecycle.
Internship Trainee
Robocoupler Pvt.Ltd
03.2021 - 05.2021
- Developed specialization in integrating robots with embedded real-time systems while proficient in combining software components into robotics platforms.
- Increased trainee retention rate by conducting regular check-ins and providing constructive feedback.
Education
Master of Science - Information Systems
University of Maryland - Baltimore County
Baltimore, MD05.2024
Bachelor of Technology - Electrical & Electronics Engineering
Vignan's Institute of Information Technology
Visakhapatnam, India05.2021
Skills
- Operating Systems: Windows 8/10/11, Mac OS
- Programming Languages: JAVA, Python, SQL
- Database Management Systems: MySQL
- Software: Tableau, Microsoft Power BI, MATLAB, Microsoft Office (Word, PowerPoint, Excel)
- Data Analysis: Weka, Regression Analysis, Data Visualization, Statistical Modeling, SAS, Machine Learning
Projects
Tree Mortality, 08/2023 - 12/2023
- Using 16 years of NASA JPL tree data to predict present-year tree mortality to capture significant variance and flattening spatial dimensions for enhanced feature extraction.
- Implemented cutting - edge machine learning techniques, including Decision Trees and Neural Networks to predict tree mortality patterns based on environmental factors, achieved a 25% reduction in unnecessary tree.
Malware Detection using Machine Learning, 01/2023 - 05/2023
- Implemented Machine learning algorithms and feature selection models to focus on the most relevant malware indicators, enhancing detection accuracy.
- Engineered and implemented advanced Machine Learning algorithms for dynamic behavioral analysis, detecting anomalies in system behaviors; achieved 40% reduction in false positives, enhancing operational efficiency and reducing downtime.
Facial Recognition with Raspberry Pi using Python Programming, 01/2021 - 07/2021
- Implemented real-time face recognition for detecting and identifying features in the camera.
- Utilized Haar cascade and a custom-trained deep learning model, achieving 90% accuracy.
Academic Coursework
- Advanced database Projects
- Decision-Making Support System
- Temporal Data Mining & Applications
- Data Analytics for Cyber Security & Statistical Learning
- Advanced Artificial Intelligence
- Biomedical Informatics
Certification
- Google Advanced Data Analytics Specialization
- IBM Data Science & AI Specialization
- Microsoft Azure Data Scientist Associate (DP-100) Specialization
- Big Data Analytics for Business Professionals using Hadoop and Apache Spark
- SQL & Data Visualization for Data Analysis
- Career Essentials in Business Analysis, Data Analysis and Generative AI by Microsoft & LinkedIn
- Google Project Management Specialization
- AI in Healthcare Specialization
- Linux and Bash for Data Engineering
Timeline
Math Coach
UMBC
10.2022 - 05.2023
Project Management & Consultant
Futura Farmtech Solutions
06.2021 - 05.2022
Internship Trainee
Robocoupler Pvt.Ltd
03.2021 - 05.2021
Master of Science - Information Systems
University of Maryland - Baltimore County
Bachelor of Technology - Electrical & Electronics Engineering
Vignan's Institute of Information Technology