Joel Romero

Argentina continues to stand out as one of the strongest engineering markets in Latin America. Companies are tapping into this region for software developers, data talent, DevOps, and senior engineers who can support product growth without slowing down teams. In our latest article, we break down: • Why Argentina is a reliable hub for engineering talent • The roles and seniorities companies hire most • The industries growing fastest • Key trends shaping the market • How Baja Nearshore helps teams hire confidently across LATAM If you are exploring nearshore engineering or want to understand this market better, this overview will help. Read it here: https://lnkd.in/g3ZiXAsh #Nearshore #LATAMTalent #Engineering #SoftwareDevelopment #TechHiring #Argentina #BajaNearshore

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If you are building AI/ ML in 2025, you need more than just a model. You need this end-to-end system! ⬇️ Here is your complete system design guide, from raw data to real-time learning. This breakdown covers every key component for scalable, production-grade ML systems: 1. Data ingestion & ETL pipelines Collect, clean, and load raw data into usable formats for training and inference. 2. Feature engineering & feature stores Create reusable and consistent feature sets across both training and production environments. 3. Model training infrastructure Train models at scale with GPUs, reproducibility, and distributed processing pipelines. 4. Data versioning & lineage Track every version of your dataset to ensure reproducibility and compliance. 5. Model deployment & serving Expose models via APIs for real-time or batch inference across various platforms. 6. Batch vs Real-time inference Choose the right serving strategy depending on latency and use case demands. 7. Vector databases Store and retrieve embeddings using similarity search, essential for RAG, recommendations, and semantic search. 📌 Save this post as your go-to guide for AI/ML system design! 👉 DM me for any mentorship program to successfully land your dream tech role. Everyone Who Codes (EWC) has a simple mission: helping engineers get hired! 💼 Follow Lakshmi Marikumar for tech career & job search insights. Subscribe to our free newsletter on Substack: https://lnkd.in/gN83YA4H #systemdesign #softwareengineering #techjobs #interviews #backend #softwareengineer #softwaredeveloper #MAANG #2ndtier #hiring #jobsearch #AI #ML

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