Managed a diverse team of Data Scientists tackling various topics (CV, NLP, DL, ML) to provide digital transformation consulting across multiple industries.

Student of data science and machine learning, technical design lead and project manager of my home renovation, loving and supportive husband to my awesome wife, super Dad to my 2 daughters, wanna be entrepreneur, thinker, traveler, philosopher

Systems Innovation Lab., R&D Networks DivisionSubject matter expert in Wireless Network Analytics project using big data platformDesigned business cases and managed requirementsProduct management including: - requirements definition/analysis - development planning - agile development & testing - product demos to tier-1 operators & subsidiaries (CxO level) - Managed RFI & RFP response to customers

Provided consulting to managed services teams that reduced problemresolution time by 30% and manpower cost by 50%Managed software development and support team in China for Ericsson’s internal Performance Tool Kit

A business development team that provides solutions for Network Planning& Optimization (NPO) services in the Japan LTE marketScrum master and led an agile development team with collaboration from U.K. and IndiaDeveloped RF Performance and Optimization analysis platforms that automatically parse and analyze LTE SDL and Performance Management counters to create Key Performance Indicators (KPIs) for network growth planning and performance monitoringEnhanced the Advanced Location System (ALS) for NTT DoCoMo using Bayesian techniquesDeveloped SON (Self Organizing Network) related KPIs for Mobility Robustness Optimization (MRO) using 3GPP Release 9 36.xxx specifications.

Design & Test Lead Engineer for Tools Development. Define specifications and related test cases for tools being developed. Provides user documentation and tool demonstration to customers.Develop LTE Log Analyzer that will be used by RF Engineers to analyze call processing logs and monitor LTE system performance.One of the main finished projects is an RF Optimization tool called Manta. It is a DM log post processing tool with Map, Graph, Datasheet and Call Flow analysis features. It supports CDMA 1X, EvDO Rev. 0 and Rev. A, WiMAX and LTE. A scripting interface is available to automatically load and process data then generate customer reports.

Led a diverse team of 15 RF Systems Optimization engineers from 5 different countries. Deployed and optimized more than a thousand CDMA 1X base stations in Central Bangkok as well as Eastern and Western regions.Designed various optimization procedures and test plans for system optimization, acceptance testing, features testing and cut-over activities.Developed a suite of customized planning and optimization Perl scriptsLed customer meetings and project acceptance activities

Supervised a 5-member GSM RF optimization team for Southern Manila areaManaged acceptance testing of IBS solutions with 3rd party vendorsMotivated team for quick resolution of VIP customer complaintsPrepared financial budget (operational expenses) for the Network Optimization Team

RF Systems Engineer Regional/Global SupportProvided RF Planning & Optimization expertise to the following Motorola markets during deployment: - Japan - Singapore - Brazil - Argentina - Australia

RF Planning and Site Survey for Orange UMTS NetworkProvide coverage prediction plots, using NetPlan, for proper evaluation of candidate sites during Site Acquisition meetingsApprove site configurations (antenna height, azimuths, feeder lengths, antenna separation and geographical location) prior to construction of the siteStandardize RF Team’s procedures

Applied Techniques Group, contributor to CDMA2000-1X Application Note and other White PapersCo-author of 415B Feature (Carrier Load Balancing) White Paper

RF Optimization for MovicomRF Systems Planning & Optimization for the initial PCS CDMA system in Argentina for CRM (Movicom).Create tools (PERL scripts) for: - Troubleshooting of audio problems through CDL analysis - Analysis of paging channel load statisticsLed customer meetings discussing problem areas and action plans

CDMA RF Optimization for TELESPProvide RF systems planning and optimization for TELESP market.Perform Netplan simulations on expansion sites.Generate tools (PERL scripts) to support system optimization.

M1 CDMA Optimization

KDDI CDMA-1X System Optimization

M1 CDMA Optimization

KDDI CDMA-1X Optimization