MUHAMMAD WALEED JAMAL
Seattle,WA
Summary
Passionate Data Scientist with a proven track record at Point Apogee and ATEC Wireless. Spearheaded a successful Wi-Fi Router Data Analysis Project for client IO Intelligence, showcasing adept analytical skills. At ATEC Wireless, led software initiatives, contributing to the deployment of cutting-edge solutions. Eager to excel in challenging digital analytics roles, I bring hands-on experience and a commitment to staying abreast of the latest advancements in machine learning. Committed to harnessing state-of-the-art data science tools while continuously enhancing skill sets.
Overview
2
2
years of professional experience
Work History
DATA SCIENCE RESEARCH ASSOCIATE
Point Apogee
06.2023 - Current
- Led the Wi-Fi Router Data Analysis Project for Client IO Intelligence, managing vast datasets from six distinct routers
- Conducted Mean Time Between Failures (MTBF) analysis, pinpointing areas for potential performance enhancement
- Utilized advanced predictive modeling to proactively forecast router failures, aligning solutions with top industry standards
- Crafted intricate data visualizations, elucidating patterns and correlations, enabling easier comprehension for stakeholders
- Successfully presented analytical findings to key investors, translating intricate data insights into actionable business strategies, which contributed to a 15% decrease in router down
SOFTWARE TEST EXPERT
Atec Wireless
08.2023 - 01.2024
- Spearheaded the deployment of cutting-edge software builds across Dev, QA, Perf, and Production servers.
- Orchestrated RF data collection and drive testing expeditions using state-of-the-art tools such as TEMS, Nemo, JDSU, and TEMS Paragon.
- Mastered benchmarking tools like Swissqual, Invex 3G, and Accquer to ensure peak performance.
- Showcased exceptional troubleshooting acumen, swiftly resolving test kit issues for seamless testing operations.
- Drove comprehensive testing support for mobile devices, navigating the tristate area to validate LTE, 5G NR, Carrier Aggregation, and WIFI environments.
- Engineered Network Communications on Linux Servers, ensuring swift issue resolution.
- Used Wireshark to troubleshoot and test 4G/5G call flows/
Education
Bachelor of Science - Data Science
University of Houston - Downtown
Houston, TX12.2022
Skills
- Python, R, SQL, C, Matlab
- visual data representations
- Machine learning frameworks: scikit-learn, TensorFlow, Keras, PyTorch
- Statistics: Bayesian methods, Hypothesis Testing, ANOVA
- Test Documentation Knowledge of 3GPP Call Flows
- Proficient in 4G and 5G system architecture
- Bug monitoring
- Test automation system design
Timeline
SOFTWARE TEST EXPERT
Atec Wireless
08.2023 - 01.2024
DATA SCIENCE RESEARCH ASSOCIATE
Point Apogee
06.2023 - Current
Bachelor of Science - Data Science
University of Houston - Downtown
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