Sergio Hernandez
@sergiohernandez
Analytics Consultant bridging C-suite strategy and technical execution with NLP, cloud data, and scalable delivery.
What I'm looking for
I’m an Analytics Consultant with 14+ years of experience bridging the gap between C-suite strategy and technical execution. I focus on translating complex client challenges into robust analytical frameworks, while keeping an objective-driven, high-impact commercial perspective.
As Head of Consulting & Analytics Lead, I partner with sales leadership to architect actionable analytics scopes for enterprise B2B clients. I design technical data blueprints during discovery, and I build comprehensive business-and-technical proposals that clearly define capacity, resource allocation, delivery milestones, and SLA frameworks.
I direct cross-functional pods of analysts and developers to deliver end-to-end outcomes—typically managing multiple enterprise client accounts at once and engineering 10–20 dashboards per account. Staying hands-on, I engineer production-ready base code in Python and SQL to bypass bottlenecks, and I optimize massive cloud databases in Google BigQuery (up to 25M+ rows and 15GB). I also program high-throughput data pipelines for social media extraction, including real-time event tracking, behavioral community identification, recommendation engines, and cultural segmentations.
On the AI side, I research and deploy automated NLP models—like sentiment detection and text clustering—to eliminate manual classification work and free team capacity for higher-value analytics. I facilitate structured training tracks and technical workshops for client analytics teams (up to 20 professionals), helping them adopt proprietary tools and unlock business value; I hold a Degree in Actuary from ITAM.
Experience
Work history, roles, and key accomplishments
Head of Consulting & Analytics Lead
Redes, Arcos y Nodos (SINNIA)
Apr 2012 - Present (14 years 3 months)
Partnered with enterprise B2B sales teams to architect analytics scopes, define proposal capacity and SLAs, and lead end-to-end delivery across multiple client accounts. Developed Python/SQL production base code and deployed automated NLP (sentiment detection, text clustering) while optimizing high-throughput data pipelines and large-scale Google BigQuery databases.
Administrative Assistant
Instituto Tecnológico Autónomo de México (ITAM)
Jan 2010 - Jan 2012 (2 years)
Managed internal administrative operations and organized institutional workflows supporting executive communication for professional development and diploma programs.
Education
Degrees, certifications, and relevant coursework
Instituto Tecnológico Autónomo de México (ITAM)
Degree in Actuary, Actuary
Earned a degree in Actuary at ITAM.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Salary expectations
Job categories
Skills
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