Ricardo Alamo Salgado
Technical Project Manager @Beam Data
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WORK HISTORY
Technical Project Manager @Beam Data
Toronto, ON, CA
Led end-to-end delivery of AI/ML and data engineering solutions for enterprise clients.Top Achievements- LLM-Enriched Job Market Pipeline: Processed 50K+ job postings daily using Airflow, Docker & AWS; integrated GPT-4, boosting skill extraction accuracy to 95%- Executive Reporting Platform: Built Azure Synapse/ADF/dbt solution powering 5 daily Power BI dashboards, slashing report generation time by 50%- RAG Knowledge Engine: Architected retrieval-augmented search with Haystack & LangChain over Milvus vectors, delivering fast semantic lookups- Multi-LLM Orchestration: Dynamically routed queries to Anthropic, Gemini or OpenAI based on cost/perf, cutting API spend.Tech Stack:Tech Stack: Airflow · Docker · AWS (EC2, S3, ECS, RDS) · Azure Synapse · ADF · dbt · Haystack · LangChain · Milvus · OpenAI API · Python · SQL
ABOUT RICARDO ALAMO SALGADO
Lead AI Systems Engineer specializing in production AI platforms, agentic workflows, and…
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