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Flavio Silva Email & Phone Number

CTO | M.Sc. Candidate | AI/Machine Learning | Data Science, Quant (Prediction, Optimization) | Business Transformation/Innovation, Digital Transformation | BSS, OSS, BPM, ESB at ECASE
Location: Rio De Janeiro, Rio De Janeiro, Brazil 22 work roles 2 schools
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Current company
ECASE
Role
CTO | M.Sc. Candidate | AI/Machine Learning | Data Science, Quant (Prediction, Optimization) | Business Transformation/Innovation, Digital Transformation | BSS, OSS, BPM, ESB
Location
Rio De Janeiro, Rio De Janeiro, Brazil

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Flavio Silva is listed as CTO | M.Sc. Candidate | AI/Machine Learning | Data Science, Quant (Prediction, Optimization) | Business Transformation/Innovation, Digital Transformation | BSS, OSS, BPM, ESB at ECASE, based in Rio De Janeiro, Rio De Janeiro, Brazil. AeroLeads shows a matched LinkedIn profile for Flavio Silva.

Flavio Silva previously worked as Technical Director at Ecase and Quant Modeling Director at Quantrio. Flavio Silva holds Master Of Science - Ms, Computer Science from Pontifícia Universidade Católica Do Rio De Janeiro.

Profile bio

About Flavio Silva

I am from Rio de Janeiro, 52y old,+36 years working in IT, +23 years in Digital Transformation and Business Transformation, and +8 years in Data Science with quantitative modeling (prediction and optimization) in the Financial, Telecom, Supply Chain, Chemical, and Retail markets.+32 years in Solutions Integration, Data Science, CRM, BSS, BPM, ESB, OSS, and MDM in large Digital and Business Transformation programs, having participated in the entire life cycle of projects, such as Pre-sales, RFP, Plan, Design, Development, Testing, Rollout, and Maintenance.

Listed skills include Consulting, Requirements Analysis, Linux, Purchasing, and 34 others.

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Flavio Silva's current company

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ECASE
Ecase
CTO | M.Sc. Candidate | AI/Machine Learning | Data Science, Quant (Prediction, Optimization) | Business Transformation/Innovation, Digital Transformation | BSS, OSS, BPM, ESB
22 roles

Flavio Silva work experience

A career timeline built from the work history available for this profile.

Technical Director

Current
Ecase

Rio De Janeiro, Brazil

  • Domains: Data Science, Machine Learning, MLops, BigData, Architecture, Cloud, Financial Market, Bioinformatic, Genome, etc.Tools: Python, DJango, Git, NumPy, Pandas, Seaborn, StasModels, PatSy, SciPy, SymPy, SeaBorn.
  • Technical management of quantitative models for the largest public bank in Brazil.
  • Bigdata architecture management for the Brazil Genome Project bioinformatics project, to support 100K genomes through a management platform, a specialized genomic and clinic platform, and a 20 Petabyte persistence.
  • Domain management of: Artificial Intelligence (Machine Learning); Logistic; Retail; etc.
  • Model management: Machine Learning pipeline; MLops; prediction; sentiment detection; optimization.
  • Market standard: Agile; Waterfall.
Jan 2024 - Present

Quant Modeling Director

Quantrio

Rio De Janeiro, Rio De Janeiro, Brazil

  • Domains: Quant, Finance, Data Science, Machine Learning.Tools: Python, NumPy, Pandas, Seaborn, StasModels, PatSy, SciPy, SymPy, SeaBorn, TensorFlow, PyTorch, SkLearn, RFE, One Class SVN, LJung-Box, QQPlot. Neural.
  • Model management: Machine Learning pipeline; MLops; prediction; optimization.
  • Founder and tutor of the main quantitative (Quant) modeling group at PUC-Rio, preparing the team members to national and international Quant.
  • Trade and auto-trader planning/management/teaching/review tasks such as: Strategy definition; data cleaning/treatment; exploratory data analysis (EDA); statistical testing/verification/detection.
  • Startup planning/management/teaching/review tasks such as; plan; analysis; requirement elicit; architecture design; wireframe; mockup; BPM; ERA; class diagram; front-end; middleware; back-end; Open Bank APIs code.
  • Startup management: research, development and innovation; MVP; vesting contract; canvas.
Jan 2018 - Dec 2023

Data Scientist Professional Researcher

Rio De Janeiro, Rio De Janeiro, Brazil

  • Domains: Data Science, Machine Learning, Logistic, Supply Chain.Tools: Python, Web, DJango, PostgreSql, BootStrap, NumPy, Pandas, Seaborn, PyTorch, SkLearn, K-Means, LSTM, CVRPTW, Julia, Gurobi, Waterfall, Agile, ISO.
  • Model management: prediction; optimization.
  • Research and development of the CVRPTW (Capacity VRP with Time Windows) problem for the tactical and operational optimization models for efficiency in the largest retailer in Brazil: trucks loading and routing.
  • Research and development of cluster and prediction models (Machine Learning) related to the estimation of the sales of the largest retailer in Brazil.
  • Logistics web solution (Functional/Technical): requirements eliciting; architecture design, artifact review.
  • Scrum Master Tasks: monitor sprint progress and remove obstacles; ensure the product backlog is up to date; motivate the development team to complete the task on time; and report on the success of the sprint.
Aug 2022 - Mar 2023

Data Scientist Professional Researcher

Rio De Janeiro, Rio De Janeiro, Brazil

  • Domains: Data Science, Machine Learning, Logistic, IoT, Supply Chain.Tools: Python, NumPy, Pandas, Seaborn, StasModels, PatSy, SciPy, SymPy, SeaBorn, TensorFlow, PyTorch, SkLearn, RFE, One Class SVN, LJung-Box, QQPlot..
  • Model management: Machine Learning pipeline; prediction.
  • Research and development of prediction models (Machine Learning) for fleet efficiency on fuel consumption and gas emissions on the largest gas sales company in Brazil through the collecting of data from sensors (IoT).
  • Elicit of Functional/Technical Requirements.
  • Architectural Design for: Data Science Solutions; Data Architecture; Time Series Pipeline; MLOps.
  • Analysis/Inference/Identification/Treatment of Gaps: Interpolation.
Mar 2022 - Oct 2022

Technical Director

Ecase (Oracle, ..)

Rio De Janeiro Area, Brazil

  • Startup: research, development and innovation; MVP; cash flow; e-wallet; pre-pay card; vesting contract; business plan; canvas.
  • Prediction/detection: stock market; sales; consumption and emission; network invasion/malware; sentimental analysis; recommendation system; calibration (conformal prediction).
  • Optimization: advertising; packing/loading; and routing.
  • Sales: plan; qualify; prospect; RFI/RFP; PoC; price; translate requirement in opportunities.
  • Standard: Agile; Waterfall; PMP; CMMI; RUP; ISO; ITIL; SID; eTOM; NGOSS; governance.
  • Domain: CRM; BSS; BPM; ESB; MDM; OSS; Logistic; etc.
Mar 2013 - Feb 2022

Architect Advisor

Oracle (Korean Telecom)

Seoul, South Korea

  • Domains: OSS, BSS, CRM, ESB. MDM.Tools: Java, OSM, ASAP, UIM, PH4C, ISO, UML, eTOM, Waterfall, WebCenter Portal, JBoss Portal, SoIP, FTTH, Telnet, SNMP, Agile, DevOps, Jenkins, Hudson, OEPE, Git, Jira, Subversion.
  • Development/Presentation of PoC (Proof-of-Concept) for: Product/Solution.
  • Support to: delivery team; system integrator; configuration management; product manager; and program director.
  • Advising/Design/Define/Strategy/Plan/Review of: methodology and best practice; guidelines; requirements for policies/procedures/rules; collect/elicit functional and technical requirements; functional and technical.
  • Sales: qualification; prospecting; RFI/RFP; PoC; translate requirement in opportunities.
  • Governance: policies; standards; best-practices.
Jul 2011 - Feb 2013

Technical Director

Tecnocom (Une Telecom, Cnt Telecom, Tim Telecom, Among Others)

Bogota, D.C., Capital District, Colombia

  • Domains: OSS, BSS, CRM, BPM, ESB, MDM, GIS, Trouble Ticket, Service Assurance/Management, Interconnection, Workforce.Tools: OSM, ASAP, IPSA, UIM, ISO, UML, eTOM, Waterfall, PMBok, MSS-ISP, CPQD-External Plant, GE-PNI.
  • RFP of OSS project: TIM telecom in Brazil; Integration for the UNE telecom in Colombia. We won this $30 million RFP project against famous worldwide companies; OSS, Interconnection, ESB, MDM, BPM, Service.
  • MVNO: Present functional/technical solutions to partners and customers.
  • Banking: Organize, manage, and present the solution in Brazil.
  • Partnership: suppliers; system integrators.
  • Sales: accounting planning; qualification; prospecting; RFI/RFP; PoC; pricing; translate requirement in opportunities.
Jun 2010 - Jun 2011

Senior Technical Manager

Ecase (Accenture, Among Others)

Rio De Janeiro, Rio De Janeiro, Brazil

  • Domains: OSS, BSS, CRM, BPM, ESB, MDM.Tools: OSM, ASAP, MSS, UIM, RUP, ISO, UML, eTOM, Waterfall, Agile.Tasks:
  • Startup management: research, development, and innovation.
  • Functional/Technical leadership on projects of: OSS; BSS; and MDM.
  • Management and creation of: RFIs; RFPs; functional/technical proposal.
  • Domain management of: CRM; BSS; BPM; ESB; MDM; OSS; Web; etc.
  • Project management: plan; budget; risk/issue; communication; requirements elicit; fit/gaps; design; development; bug-fix; test; deploy; rollout; maintenance.
Jul 2009 - Jun 2010

Principal Pre-Sales

Rio De Janeiro, Rio De Janeiro, Brazil

  • Domains: OSS, BSS, CRM, BPM, ESB.Tools: Java, Shell Script, PL/Sql, OSM, ASAP, MSS, UIM, ISO, UML, eTOM, Waterfall, Agile.Tasks:
  • Customer relationships, product prospecting, and opportunity qualification.
  • RFI and RFP management, creation of functional/technical proposal.
  • Product/Solution presentation, development and presentation of PoC (Proof-of-Concept),
  • Methodology and best practice definition.
  • Support to: delivery team; product marketing; product manager; and system integrators.
Jan 2009 - Jun 2009

Senior Architect

Wedo (Oi Telecom)

Rio De Janeiro, Rio De Janeiro, Brazil

  • Technical and functional coordinator of WeDo product RAID (Revenue Assurance) Upgrade, using Shell Script, Java, and PLSql.
  • Technical coordinator of Test Automations and Performance Test Automation of RAID (Revenue Assurance) Upgrade.
  • Prepare and present the Status Report to the customer.
Dec 2008 - Jan 2009

Architect

Ecase (Accenture)

Rio De Janeiro, Rio De Janeiro, Brazil

  • Develop and cultivate long-term relationships with customers at senior levels.
  • Leadership and management of the OSS/BSS Consulting and Integration team, establishing methodologies, best practices, and approaches in the OSS area.
  • Sell OSS Consulting and Systems Integration engagements.
  • Support functional /technical of Oracle OSS Products.
  • Schedule and Management of Website Automation.
  • Technical and functional quality management of Website Automation.
Oct 2007 - Dec 2008

Senior Consultant

Accenture (Oi Telecom, Telemar Telecom)

Rio De Janeiro, Rio De Janeiro, Brazil

  • Gathering the customer requirements to automate customer internal processes (Call Center, Operation, Planning, NOC, etc.).
  • Migration of Network Element data from legacy systems to the new Inventory system
  • Technical specification of an OSS design and assign automation piece for TC DATA, ADSL services, and IP Connect using the IBM-Requisite Pro/XDE.
  • Technical design and development of an automatic OSS provisioning structure.
  • Technical and functional design and development of an ATM Circuit of the B-RAS (Alcatel) inventory control web system development, using Java, Jsp, PLSql (Oracle), and WebLogic.
  • Technical and functional coordinator of an Expediter Order Management (Concept Wave) / Inventory (DesigVcc) interface system development for ATM network’s VPI/VCI automatic designation, using Java, Jscript, and PLSql.
Jan 2006 - Aug 2007

Senior Consultant

Accenture (Oi Telecom, Brasil Telecom)

Rio De Janeiro, Rio De Janeiro, Brazil

  • Java development of Vitria (EAI) Data Model and Process Model.
  • BLL’s (Pre-paid platform) Business rules development, using Telcordia/Ericson IN Framework to Nokia NEs.
  • Technical specification and UML documentation of the above-mentioned applications using the Requisite Pro/XDE.
Jun 2005 - Dec 2005

Senior Consultant

Accenture (Oi Telecom, Brasil Telecom)

Brasília, Federal District, Brazil

  • ASAP NEs activation cartridges development, using State Table and Java language.
  • Integrated tests coordinator of 25 systems: Clarify (CRM), SAC (Customer Legacy Mainframe), OMS (Order Management), ASAP (Activation), Geniva (Billing), MicroSiga (PoS), SAP (ERP), Vitria (EAI), SGE (Workforce), SISTEF.
  • Technical lead of Virtual Store development.
  • Coordination of production centralized (on-site) support of CRM and GSM provisioning solutions.
  • Management and control of SLA through Remedy (ARS) for the OSS environment.
  • Fault Management of Network Elements through HP-Open View.
Jan 2004 - May 2005

Senior Consultant

Accenture (Oi Telecom, Brasil Telecom)

Brasília, Federal District, Brazil

  • Process Design into the OSM/OMS (Order Management).
  • OSM/OMS (Order Management) / ASAP (Activation) interface development using Java/JMS.
  • OSM/OMS (Order Management) / Objectel (Inventory) interface development, using C++.
  • Shell Scripts development for integrated test automation processes.
  • Clarify (CRM), SAC (Legacy Mainframe), OSM/OMS (Order Management), Objectel (Inventory), and ASAP (Activation) integration tests.
Jun 2002 - Dec 2003

Senior Consultant

Telmex (Bull, Claro Telecom, Embratel Telecom)

Rio De Janeiro, Rio De Janeiro, Brazil

  • Java, JSP, and JScript developments for AdFac (Provisioning) project.
  • ASAP (Activation) development team coordinator.
  • Technical and operational polling of provisioning activation requests for ASAP (Activation).
  • Specification and development of upstream (SRP) and downstream (NEP) ASAP’s automatic provisioning activation components using C and State Table language.
  • Specification and development of NE’s blacklist system, using Java and C, through ASAP (Activation).
  • Maintenance and optimization of Arbor (Billing) programs using C-ANSI, PL-SQL, and Shell Script.
Jun 2001 - Jun 2002

Consultant

Accenture (Dba, Oi Telecom, Telemar Telecom)

Rio De Janeiro, Rio De Janeiro, Brazil

  • Development of connector interface on the Vitria (EAI) using Java, CORBA, etc.
  • Analysis and development of Billing and Co-billing on the Arbor/BP system component using C-ANSI, Shell Script, and PL-SQL.
Jan 2001 - May 2001

Intranet Lead

Telmex (Claro Telecom, Net, Globosat)

Rio De Janeiro, Rio De Janeiro, Brazil

  • Television and administration system coordinator, developer, and maintainer, using Java, C++, Delphi, Smalltalk, Dev2000, Visual Basic, Visual Object, Clipper, Fox-Pro, and Dbase III-plus, among others.
  • Web system coordinator, developer, and maintainer, using JavaScript, ASP, and HTML.
  • Support department supervisor (Office, Windows, Outlook, and Intranet, among others).
  • Network physic and logical supervisor (Unix UX-SCO, LINUX, Novell, NT).
  • Journalism system supervisor (Basys /AvidStar).
  • Control software licenses, server, and workstation inventories.
Apr 1992 - Jan 2001

Technical Lead

Synergy

Rio De Janeiro, Rio De Janeiro, Brazil

  • Developing Lead of Java, C++, Delphi, JavaScript, Asp, HTML, and VBA.
  • Lead support of OS, Intranet, and Office installation.
  • Lead of the installation, configuration, and maintenance of the corporative network.
  • Lead the System of Access Control.
  • Manager of the Technical, Functional, and Commercial areas.
Mar 1997 - Dec 1999

Senior Software Developer

Olivar Dos Santos Cia

Rio De Janeiro, Rio De Janeiro, Brazil

ERP system development using Turbo Pascal.

Feb 1990 - Mar 1991

Senior Developer

Cloral

Rio De Janeiro, Rio De Janeiro, Brazil

  • ERP system (accounting, HR, payroll, receive/pay accounts, financial, purchasing, inventory, and tax) development using OO Pascal for MAC (Macintosh SE) platform.
  • Accounting and managerial support to the company’s directors and partners.
Jun 1985 - Mar 1990
2 education records

Flavio Silva education

Bachelor Of Science - Bs, Computer Science

FAQ

Frequently asked questions about Flavio Silva

Quick answers generated from the profile data available on this page.

What company does Flavio Silva work for?

Flavio Silva works for ECASE.

What is Flavio Silva's role at ECASE?

Flavio Silva is listed as CTO | M.Sc. Candidate | AI/Machine Learning | Data Science, Quant (Prediction, Optimization) | Business Transformation/Innovation, Digital Transformation | BSS, OSS, BPM, ESB at ECASE.

Where is Flavio Silva based?

Flavio Silva is based in Rio De Janeiro, Rio De Janeiro, Brazil while working with ECASE.

What companies has Flavio Silva worked for?

Flavio Silva has worked for Ecase, Quantrio, Exacta Puc-Rio, Tecgraf / Puc-Rio, and Ecase (Oracle, ..).

How can I contact Flavio Silva?

You can use AeroLeads to view verified contact signals for Flavio Silva at ECASE, including work email, phone, and LinkedIn data when available.

What schools did Flavio Silva attend?

Flavio Silva holds Master Of Science - Ms, Computer Science from Pontifícia Universidade Católica Do Rio De Janeiro.

What skills is Flavio Silva known for?

Flavio Silva is listed with skills including Consulting, Requirements Analysis, Linux, Purchasing, Rfp, Itil, Ngn, and Networking.

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