MONICA CHAGANTI
14-K Rambling Oaks Way, Catonsville,MD
Summary
Dynamic professional adept at leveraging AI and ML techniques to extract actionable insights from data, combining a strong foundation in electrical engineering and Information systems with advanced skills in data analysis. Experienced in implementing innovative solutions that optimize operational efficiency and drive strategic decision-making. Passionate about harnessing data-driven approaches to solve complex challenges.
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
- Applied data analysis techniques to interpret aquaculture data, optimizing feed schedules and improving overall system efficiency.
- Leveraged machine learning algorithms to predict environmental conditions impacting aquaculture, enabling proactive management and intervention.
- Oversaw change control processes to ensure all requested modifications were properly documented, assessed, approved, and implemented throughout the 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
05.2024
Bachelor of Technology - Electrical & Electronics Engineering
Vignan's Institute of Information Technology
05.2021
Skills
- Operating Systems: Windows 8/10/11, Mac OS
- Programming Languages: JAVA, Python, SQL
- Database Management Systems: MySQL
- Geographic Information Systems (GIS): Proficient in using GIS for data analysis and spatial data management
- 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
- Utilized Geographic Information Systems (GIS) to analyze spatial patterns and environmental factors affecting tree mortality over 16 years of NASA JPL tree data.
- Implemented cutting-edge machine learning techniques, including Decision Trees and Neural Networks, to predict present-year tree mortality and capture significant variance.
- Integrated GIS data layers for enhanced feature extraction, achieving a 25% reduction in unnecessary tree removal and improved conservation efforts.
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
- Developed and implemented deep learning models, including Convolutional Neural Networks (CNNs), for real-time face recognition.
- Utilized Haar cascade classifiers and custom-trained deep learning models to detect and identify facial features with 90% accuracy.
- Optimized the system for real-time processing on Raspberry Pi, ensuring efficient and accurate face recognition performance.
Certification
- Google Advanced Data Analytics Specialization
- IBM Data Science & AI Engineering 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
- Business Analytics Specialization
- Career Essentials in Business Analysis, Data Analysis and Generative AI by Microsoft & LinkedIn
- Google Project Management Specialization
- GIS, Mapping & Spatial Analysis Specialization
- AI in Healthcare Specialization
- Machine Learning Specialization
- Big Data Analytics with Hadoop and Apache Spark
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