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Houssain Youssfi

Mid-level AI/ML Engineer specializing in telematics, embedded systems, and MLOps

CaterpillarGeorgia TechMossville, IL5 Years ExperienceMid LevelWorks On-Site

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About

Built and deployed a retail customer review intelligence platform by fine-tuning BERT for sentiment/topic extraction and pairing it with a recommendation component. Demonstrates strong production ML rigor (error analysis, relabeling/active sampling, thresholding/guardrails, OOD checks) and AWS-based orchestration at scale (Lambda + SageMaker with batching and concurrency controls), plus proven ability to align non-technical stakeholders on measurable outcomes.

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Key Strengths

  • Built and deployed end-to-end customer review intelligence system (sentiment + topic modeling + recommendations) for retail
  • Strong data-centric ML iteration: systematic error analysis, improved labeling, active sampling, imbalance handling
  • Production reliability practices: threshold tuning and low-confidence routing instead of forced predictions
  • Designed scalable AWS workflow orchestration (Lambda-triggered inference with SageMaker; batching, throttling, reserved concurrency)
  • Defines measurable success criteria and business-aligned evaluation (e.g., recall on negative reviews)
  • Effective cross-functional collaboration with product and customer support to translate vague goals into ML metrics

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Experience

Telematics Component EngineerCaterpillar · Oct 2023 – Present
Telematics Support EngineerCaterpillar · Jun 2021 – Oct 2023

Education

Georgia Techmaster, Machine Learning (2026)
University of Illinois Chicagobachelor, Electrical Engineering

Languages

FrenchArabicEnglish

Certifications

AWS Cloud PractitionerSix Sigma White BeltPython (Certification)

Memberships

  • Institute of Electrical and Electronics Engineers (IEEE)
  • Phi Theta Kappa Honors Society

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Connect with Houssain

Houssain already has a relationship with Reval, so a warm intro from us gets a much better response than cold outreach.

Typically responds within 24 hours

Recommended

Already have an account?

Hire with Reval

Find your next great hire

Our AI agents source, screen, and vet candidates for your open roles. Get qualified candidates within 48 hours.

$250one-time kickoff
10%on successful hire
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Houssain YoussfiMid-level AI/ML Engineer specializing in telematics, embedded systems, and MLOps