Data Scientist Resume Bridgewater, NJ - Hire IT People

SUMMARY:

Innovative technology professional with strong analytical skills and extensive knowledge in wireless telecommunication industry, led AI/Machine Learning projects for wireless applications to enhance network performance
Total work experience of 22 years as Data Scientist, Product Manager, Systems Engineer, Pre - Sales and Software Engineer, working with top telecommunications vendors such as Confidential and Confidential
Extensive experience in business strategy, product positioning, formulating business partnerships and strategic alliances.
Recipient of Futrewei R&D most valuable innovation project

SKILL:

Data Scientist
AI, machine learning algorithms, deep learning, reinforcement learning and transfer learning
Expertise in building model using CNN, MLP, SVM, RF including hyper parameter tuning
Python, R, TensorFlow, Keras, Matlab
Data analysis, data preparation, data cleaning and feature engineering
Model, predict and optimize; regression and classification problems; clustering algorithms
Wireless telecommunication
Wireless system knowledge in 5G, LTE and 3G especially in RAN and OSS
SDN, NFV, Mobile Edge Computing and IoT
Data science expertise for wireless use cases such as Network Optimization, SON, 5G massive MIMO, 5G RRM
Expertise in wireless network operation/management, OSS and analytics products
Product management, pre sales and Systems Engineering expertise in Wireless RAN

EXPERIENCE:

Data Scientist

Confidential, Bridgewater, NJ

Responsibilities:

Optimization and Design for 5G: Building AI and Machine Learning based technologies for network operation & optimization and Machine Learning Assisted Design to reduce Opex
Machine learning projects implemented to improve wireless operational efficiency are:
5G Massive MIMO Pattern Optimization
SON - Self-Optimization, Mobility Load Balancing, Coverage and Capacity Optimization, VoLTE Optimization, Cell edge user throughput optimization
Network anomaly detection, Root cause analysis, Traffic/resource prediction, KPI prediction
Several of the above technologies are productized and deployed in 4G and planning for 5G network

Confidential, Whippany, NJ

Product Manager

Responsibilities:

Manage wireless OAM products, positioned OAM solution to customers
Streamlined OAM products after Alcatel and Lucent merge. Managed EMS products such as 5620 SAM, XMS and managed analytics products such as WNG, WTA and NPO
Consistent leadership/collaboration with multi-functional/global teams (R&D, Systems Engineering/Architecture, Supply Chain, Services)
Proposed a novel idea (Operation Detection and Recovery) in the Bell Labs Entrepreneurial boot camp, 2009. Reached the final round and Entrepreneurial Council recommended in productizing the idea.

Systems Engineer

Confidential, Whippany, NJ

Responsibilities:

Interactions with product management and customers to determine feature priorities; negotiation with development organization to decide feature content; defining requirements for OA&M; support of system test and field trials; resolution of customer issues.
Designed and implemented CDMA/LTE network analytics tool .
Systems Engineering major projects are Celnet Xplorer, A3/A7 Inter vendor Soft Handoff, Push to Talk, Forty Neighbor Lists

Applications Engineer

Confidential, Whippany, NJ

Responsibilities:

Pre sales technical support: successful in closing several CDMA 3G contracts through technical presentation, RFP response; provided planning for initial deployment, growth opportunities and developed requirements for the new technical capabilities.

Software Engineer

Confidential, Naperville, IL

Responsibilities:

Part of the Database and Translation software development team; Major projects: Per Carrier Neighbor Lists, Database Evolution, 3G Translation
Implemented OMC-RAN Database and Translation for 3G-1x;
Designed and implemented retrofit tool for 5ESS