Being an Industrial Engineer, my journey has taken me from manufacturing to analytics, where I am now a Data Scientist. My technical toolkit includes Python (Pandas, Sklearn), SQL, Spark, Machine Learning knowledge, AWS, Terraform, and working with LLMs and Langchain. I am eager to develop skills in MLOps and production model deployment.My passion for data science drives my continuous pursuit of knowledge and improvement. I also hold certifications in Salesforce Administration and Tableau CRM, adding a valuable layer of business insight to my technical capabilities.Kaggle: https://www.kaggle.com/ivanv21GitHub: https://github.com/IvanVC21
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Ai EngineerSparqTijuana, B.C., Mx -
Data ScientistDerevo Oct 2024 - Present -
Data ScientistContpaqi Apr 2023 - Sep 2024- Analyze stakeholder requirements and translate them into actionable tasks.- Clean and preprocess data through ETL processes.- Develop and fine-tune machine learning models.- Deploy models for prediction endpoints.- Collaborate with front-end design for machine learning integration into applications.- Contribute to Infrastructure as Code (IaC) using Terraform for project deployments.- Ensure data readiness and optimize project infrastructure on AWS. -
Business Intelligence AnalystDilato Infotech Limited Jul 2021 - Mar 2023Tijuana, Baja California, MexicoDesign, build and support Einstein Analytics apps, datasets and dashboards. Analyze datasets for patterns and anomalies. Collaborating in creating dataflows that collect and transform data in order to use them to create stories to get insights from data or to create dashboards to visualize data. Currently working with top American universities.Achievements:- Completed Tableau CRM & Einstein Discovery Consultant certification.- Created dashboards that were included in a dashboard portfolio to show up to potential new clients.- Dashboard portfolio helped company to get new customers. -
Data Validation EngineerDilato Infotech Limited Nov 2020 - Jun 2021Tijuana, Baja California, MéxicoActing as a quality filter (data annotation) for input dataset to an AI model for a new mobile functionality for Adobe. Very detail oriented and high precision work.Achievements - Data label precision in range for customer requirement (Higher than 95%).- Got promoted to Tableau CRM Consultant. -
Business Intelligence AnalystWhatbench Jul 2021 - Mar 2023 -
Lean Manufacturing EngineerImi Oct 2018 - Oct 2019Tijuana, Baja California, MexicoDuring my internship, I focused on optimizing operations within the CNC Machining area, leveraging Lean methodologies to drive efficiency and reduce setup times. Key achievements include:• Spearheaded a Kaizen Event targeting CNC operations, resulting in streamlined processes and improved productivity.• Co-led a SMED (Single-Minute Exchange of Die) event with a supervisor, achieving significant reductions of 50% and 45% in setup times for both CNC machine models.• Managed Overall Equipment Effectiveness (OEE) tracking for the CNC Machining area, ensuring performance metrics were monitored and improved.• Played a pivotal role in the "Define" phase of a DMAIC (Define, Measure, Analyze, Improve, Control) project, collecting and preparing data for analysis and presentation.• Actively participated in a Lean cultural awareness program, contributing to positive results noted in internal audits.• Supported team efforts to enhance Visual Factory standards, contributing to improved operational efficiency as recognized in company audits.• Contributed to layout changes aimed at optimizing workflow and space utilization.• Developed Standard Operating Procedures (SOPs) for new processes and updated existing SOPs to reflect process improvements.• Utilized AutoCAD to design basic fixtures that enhanced production capabilities and efficiency.• Provided troubleshooting support to operators, addressing issues related to computer systems.• Assisted the maintenance team with basic tasks to ensure equipment reliability and minimize downtime.
Iván V. Education Details
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Industrial Engineering
Frequently Asked Questions about Iván V.
What company does Iván V. work for?
Iván V. works for Sparq
What is Iván V.'s role at the current company?
Iván V.'s current role is AI Engineer.
What schools did Iván V. attend?
Iván V. attended Cetys Universidad.
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