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Hi, I'm Jenver Bautista, a Senior AI Data Engineer / MLOps Engineer with 10+ years building production AI, data, and backend systems end-to-end—from ambiguity to architecture, build, deployment, and operations. I excel in applied LLM work (RAG pipelines, prompt engineering, structured outputs, function calling), LLM evaluation (response quality, latency, confidence thresholds, failure-case analysis), and Python backend services (FastAPI). I’m comfortable across data engineering (ETL/ELT, SQL, batch and async pipelines, data quality and traceability), MLOps tooling, and cloud architectures. I translate fuzzy product asks into reliable systems and ship them with observability and maintainability in mind.…Hi, I'm Jenver Bautista, a Senior AI Data Engineer / MLOps Engineer with 10+ years building production AI, data, and backend systems end-to-end—from ambiguity to architecture, build, deployment, and operations. I excel in applied LLM work (RAG pipelines, prompt engineering, structured outputs, function calling), LLM evaluation (response quality, latency, confidence thresholds, failure-case analysis), and Python backend services (FastAPI). I’m comfortable across data engineering (ETL/ELT, SQL, batch and async pipelines, data quality and traceability), MLOps tooling, and cloud architectures. I translate fuzzy product asks into reliable systems and ship them with observability and maintainability in mind.

Jenver Bautista

Data Scientist, AI Engineer, Full Stack Developer, +2

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Hi, I'm Jenver Bautista, a Senior AI Data Engineer / MLOps Engineer with 10+ years building production AI, data, and backend systems end-to-end—from ambiguity to architecture, build, deployment, and operations. I excel in applied LLM work (RAG pipelines, prompt engineering, structured outputs, function calling), LLM evaluation (response quality, latency, confidence thresholds, failure-case analysis), and Python backend services (FastAPI). I’m comfortable across data engineering (ETL/ELT, SQL, batch and async pipelines, data quality and traceability), MLOps tooling, and cloud architectures. I translate fuzzy product asks into reliable systems and ship them with observability and maintainability in mind.…Hi, I'm Jenver Bautista, a Senior AI Data Engineer / MLOps Engineer with 10+ years building production AI, data, and backend systems end-to-end—from ambiguity to architecture, build, deployment, and operations. I excel in applied LLM work (RAG pipelines, prompt engineering, structured outputs, function calling), LLM evaluation (response quality, latency, confidence thresholds, failure-case analysis), and Python backend services (FastAPI). I’m comfortable across data engineering (ETL/ELT, SQL, batch and async pipelines, data quality and traceability), MLOps tooling, and cloud architectures. I translate fuzzy product asks into reliable systems and ship them with observability and maintainability in mind.

Available to hire

Hi, I’m Jenver Bautista, a Senior AI Data Engineer / MLOps Engineer with 10+ years building production AI, data, and backend systems end-to-end—from ambiguity to architecture, build, deployment, and operations.

I excel in applied LLM work (RAG pipelines, prompt engineering, structured outputs, function calling), LLM evaluation (response quality, latency, confidence thresholds, failure-case analysis), and Python backend services (FastAPI). I’m comfortable across data engineering (ETL/ELT, SQL, batch and async pipelines, data quality and traceability), MLOps tooling, and cloud architectures. I translate fuzzy product asks into reliable systems and ship them with observability and maintainability in mind.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Language

English

Fluent

Tagalog

Fluent

Work Experience

Senior Software Engineer at ClearPath Systems

January 1, 2023 - May 1, 2026

Owned end-to-end delivery of applied AI features in production, from ambiguous requirements through architecture, deployment, and post-launch operations. Built RAG pipelines (ingestion, chunking, embeddings, vector search, re-ranking) and grounded responses; integrated OpenAI and Azure OpenAI with structured outputs, function calling, guardrails, and fallbacks. Designed and implemented LLM evaluation pipelines with latency- and confidence-threshold monitoring, regression detection across prompt and data versions, and failure-case tracking. Developed Python backends (FastAPI) to receive predictions, serve outputs, and store evaluation results; built ETL/ELT pipelines for model outputs and operational data; created analytics-ready schemas for model/prompt/dataset/version traceability. Built cloud architectures on AWS/Azure; implemented observability-first practices (OpenTelemetry, structured logs, dashboards) and reduced MTTR; optimized costs and performance via profiling and autoscaling

Senior Software Engineer at SilverOrbit Inc

January 1, 2015 - December 1, 2022

Led backend service development with REST and GraphQL APIs on Azure, focusing on consistency, resilience, and developer-friendly contracts. Designed SQL data models, migrations, and indexes; tuned queries for production scale. Built data access layers and used NoSQL patterns; improved reliability with retries, timeouts, and safe defaults. Added background processing for batch jobs, scheduled tasks, and async workflows. Supported cloud deployment workflows on Azure and AWS (feature flags, phased rollouts, rollback readiness); strengthened monitoring and alerting via CloudWatch / Azure Monitor. Built reusable React component libraries and translated ambiguous requirements into clear technical plans and milestones.