SA.

Samuel
Abolo

Senior Software Engineer

Machine Learning · AI Systems · Backend Engineering · MLOps

I build systems that ship under real production load. From training ML models and designing distributed backends to deploying AI infrastructure that scales without drama.

Lagos, Nigeria
Get in touch Resume
Samuel Abolo

Currently at

Boostr

Agentic AI Platform

5+

Years Shipping
Production Systems

PythonGoFastAPIGoogle ADKGeminiGPT-4oLangChainLangGraphRAG PipelinespgvectorFAISSKubernetesDockerTerraformGCPVertex AIAWSRay ServeSnowflakeKafkaRedisgRPCWebSocketsPrometheusGrafanaMulti-agent OrchestrationPostgreSQLFastAPIPydanticAsyncIOAnyscaleLLaMAMQTTPythonGoFastAPIGoogle ADKGeminiGPT-4oLangChainLangGraphRAG PipelinespgvectorFAISSKubernetesDockerTerraformGCPVertex AIAWSRay ServeSnowflakeKafkaRedisgRPCWebSocketsPrometheusGrafanaMulti-agent OrchestrationPostgreSQLFastAPIPydanticAsyncIOAnyscaleLLaMAMQTT

Portfolio

Selected Work

All projects

Paperkite

Live

An Electron browser with a chat room built into every tab. Two people on the same page talk in real time, with no call and no invite. The build includes AI agent support over MCP and a self-hosted Go backend.

ElectronTypeScriptGoMCP
Source Live demo

pydongo

33

A Pydantic-based ORM for MongoDB. Typed models, schema validation, and query building, without dropping into raw driver calls.

PythonMongoDBORMPydantic
Source

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Expertise

Skills & Stack

🧪

Machine Learning

12 skills
TensorFlowPyTorchscikit-learnFeature EngineeringModel Training & EvaluationComputer VisionNLPTransfer LearningPricing ModelsPredictive AnalyticsA/B TestingETL Pipelines
🤖

AI & LLM Systems

13 skills
GPT-4oGeminiLLaMARAG PipelinespgvectorFAISSSemantic SearchPrompt EngineeringGoogle ADKLangChainLangGraphMulti-agent OrchestrationStructured Outputs
⚙️

Backend Engineering

15 skills
PythonGoFastAPIAsyncIOPydanticNode.jsDjangoDRFRESTgRPCWebSocketsKafkaRedisMQTTPostgreSQL
🚀

MLOps & Model Serving

12 skills
KubernetesDockerRay ServeSeldonAnyscaleSnowflakeTerraformGitHub ActionsCI/CD AutomationModel VersioningDeployment PipelinesLoad Testing
🔗

Distributed Systems

8 skills
Event-driven ArchitectureMicroservicesHigh-throughput PipelinesReal-time TelemetryStream ProcessingAnomaly DetectionPredictive MaintenanceFinancial Reconciliation
☁️

Cloud & Observability

11 skills
GCPVertex AICloud RunAWSEKSPrometheusGrafanaLokiCloudWatchCost MonitoringDistributed Tracing

Career

Experience

View Resume

Boostr (via Zazmic Inc)

Current

Senior Software Engineer, Agentic AI Platform

Nov 2025 – Present · New York, USA (Remote)

  • ·Architecting multi-agent orchestration pipelines (Google ADK, Vertex AI, Gemini) for automated AdOps decision-making on GCP
  • ·Built answer routing logic with tool-calling, structured outputs, and confidence thresholds
  • ·Designed production RAG system using pgvector for semantic retrieval across large customer artifact stores

TripAdvisor (via Zazmic Inc)

Software Engineer II, AI Platforms

Oct 2024 – Nov 2025 · USA (Remote)

  • ·Reduced AI service deployment time from 2 weeks to under 30 minutes (99.5% reduction)
  • ·Migrated ML pipelines from Spark on EKS to Snowflake + Ray, cutting query runtime from 4 hours to 40 seconds (360x improvement)
  • ·Reduced AI inference latency by 90%, cutting median execution time from 15 minutes to 62 seconds

NovaTrack

Software Engineer, Real-time Systems (Contract)

Sep 2025 – Nov 2025 · Lagos, Nigeria

  • ·Architected a high-throughput vehicle telematics platform in Go for 10,000+ vehicles
  • ·Built real-time behavioral anomaly detection flagging geofence violations and reckless driving
  • ·Designed event-driven ingestion pipelines using MQTT and WebSockets