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@fernandochalreo

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Senior analytics consultant specializing in data science, machine learning, and supply chain optimization.

Brazil

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What I'm looking for

I seek roles where I can lead analytics-driven supply chain optimizations, mentor teams, and deliver measurable cost and service improvements using ML and optimization.

I am a Senior Analytics Consultant with over 10 years of experience applying data science, machine learning and optimization to supply chain and logistics challenges.

I have led end-to-end analytical and optimization projects—structuring problems, developing models in Python and R, integrating SQL sources, and presenting executive-level recommendations that delivered measurable financial and service improvements.

My work includes logistics network design, freight-cost ML models (reducing prediction error up to 30%), and automation of executive dashboards and bespoke analytical tools, contributing to recurring savings exceeding USD 10 million per year.

I mentor and lead consulting teams, bridge technical and business stakeholders, and drive adoption of analytics and AI-driven decision support across organizations.

Experience

Work history, roles, and key accomplishments

Senior Analytics Consultant

Ilos - Instituto de Logística e Supply Chain

Jan 2015 - Jan 2025 (10 years)

Led logistics network design and advanced-analytics engagements, delivering up to 30% reduction in logistics costs and recurring savings exceeding USD 10M/year through ML-driven freight cost models, optimization, and executive decision support.

Machine Learning Optimization SQL Python R S&OP API Integration

Education

Degrees, certifications, and relevant coursework

IBMEC

Master of Business Administration, Project Management with AI

2026 -

MBA in Project Management with AI (program start March 2026), combining project management practices with applied artificial intelligence concepts.

Fluminense Federal University

Bachelor of Science, Production Engineering

Bachelor of Science in Production Engineering from Fluminense Federal University focusing on production and supply chain concepts applied to logistics and operations.