MUSKAN KHANDELWAL

Boston, MA +1-857-***-**** # ad2jw8@r.postjobfree.com ï Linkedin § Github

EDUCATION

Candidate for Master of Science in Data Science Sept 2025 Khoury College of Computer Sciences Boston, MA

Bachelor of Technology in Computer science with Big Data Specialization July 2020 Mody University of Science and Technology India

Relevant and Future Courses:

Data Structures, Big Data Analytics, Artificial Intelligence, Predictive Modeling Analytics, Supervised Machine Learning, Unsupervised Machine Learning, Algorithms, statistics, cloud computing, deep learning TECHNICAL SKILLS

Languages and technology: Python, Java, R, C, SQL (MySQL, DB2, single store), Machine Learning, data mining, Docker, kubernetes

Tools/Frameworks/Libraries: VS code, Excel, Jira, linux, Git, MongoDB, NumPy, Matplotlib, Plotly, ggplot2, Pandas, keras, TensorFlow, PyTorch, azure, aws, Apache Spark

EXPERIENCE

Data Engineer Oct 2021 – May 2023

Mavenir Bangalore, IN

• Designed scalable AI-ML python microservices for 5G/RAN network optimization resulting in 30% increase in network per- formance by integrating predictive models and algorithms

• Enhanced system efficiency through the deployment and rigorous testing of a dedicated microservice for data processing, yielding a 40% reduction in serving time while ensuring data integrity throughout the process

• Engineered strategic integration of AI Serving into ML pipeline and optimized technical architecture, bolstering system relia- bility with a dedicated focus on high availability and fault tolerance, resulted in a 50% reduction in inference latency

• Constructed LSTM-based predictive model for data platform time series analysis, forecasting Radio access network congestion with an accuracy rate of 88%

Software Development Intern Feb 2020 – Feb 2021

Ericsson Noida, IN

• Boosted operational productivity by creating Python automation code for ENM Health Check, resulting in 15% improvement in workflows

• Orchestrated 40+ dynamic training sessions, elevating BMAS team productivity by 25% demonstrating strong communication skills

• Devised Python scripts and automated processes to deliver tailored solutions, resulting in rapid user creation, fetching of performance management files within an hour, and enhanced customer service, boosting operational efficiency by 50% Big Data Intern May 2019 – July 2019

Mavenir Bangalore, IN

• Developed innovative voicemail storage application to store voicemails, enhancing communication accessibility for users re- sulting in 45% improvement in customer satisfaction

• Optimized MapR DB JSON tables reducing data storage by 30% and enhanced processing efficiency in the data lake through streamlined workflows with batch data insertion

• Leveraged Tableau to perform comprehensive EDA of voicemail data, creating interactive dashboards and data visualization identified that volume trends exhibited a 15% increase during peak hours, while response times notably decreased by 20% post-implementation

PROJECTS

Class Activation Mapping Of CNN For Autism Detection Github Sept 2023 - Dec 2023

• Developed a compliance Convolutional Neural Network model with Class Activation Mapping for more accurate and inter- pretable autism detection with 75% model accuracy

• Implemented Class Activation Mapping (CAM) and Grad-CAM to visualize and validate neural networks decision-making process, providing insights into areas of interest in medical images Taxi/Cab booking system MySQL, FLASK, Triggers Github Sept 2023 - Dec 2023

• Spearheaded collaborative team effort for application development of enterprise-grade Taxi/Cab Booking System, overseeing a project involving 14 database tables and ui

• Automated incomplete trip tracking through implementation of triggers optimizing operational functionalities and reduced cancellation rates by 30%