OLAMILEKAN AREMU

Cybersecurity Automation Specialist / AI Security Engineer

New York, US.

About

Data-driven and highly innovative Cybersecurity Automation Specialist with 5+ years of experience architecting, deploying, and optimizing intelligent automation workflows and multi-agent AI systems for enhanced security postures. Expert in leveraging cutting-edge Generative AI technologies (LLMs, RAG frameworks) and enterprise RPA solutions to fortify data integrity, streamline threat detection, and automate incident response, resulting in significant risk reduction, accelerated security operations, and fortified compliance for US-based enterprises.

Work

TechFlow Solutions Inc.

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Senior AI Automation Engineer

New York, NY, US

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Summary

Led the architecture and deployment of secure, intelligent automation workflows, enhancing operational resilience and data protection for enterprise clients.

Highlights

Architected and deployed end-to-end enterprise automation workflows leveraging Python, n8n, and custom webhooks, reducing manual data-entry lifecycles by 45% and minimizing human-error related security vulnerabilities across core operations.

Engineered an internal customer support solution by securely integrating the OpenAI API via LangChain and a Redis cache layer, successfully deflecting 60% of Tier-1 support tickets and cutting customer response latency by 300%, while safeguarding sensitive information.

Designed a multi-agent autonomous research system using CrewAI to securely scrape, synthesize, and perform sentiment analysis on market trends, preventing data breaches and saving the marketing division 20+ hours weekly.

Collaborated directly with C-suite US stakeholders to conduct technical discovery sessions, translating complex business inefficiencies into scalable and secure AI development roadmaps.

Optimized API usage and token consumption strategies, cutting operational overhead for enterprise LLM calls by 25% without sacrificing output accuracy, enhancing cost-effective security measures.

Nexus Digital Automation

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Automation Specialist

Remote

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Summary

Designed, built, and optimized secure automation pipelines, ensuring data integrity and system resilience across diverse enterprise platforms.

Highlights

Designed, built, and optimized 50+ intricate automation pipelines using Make.com and Zapier, seamlessly synchronizing data across Salesforce, HubSpot, NetSuite ERP, and internal databases, ensuring data integrity and secure information flow for mid-market US enterprises.

Developed custom Python web scraping engines and automated ETL data preprocessing pipelines, converting unstructured data into structured formats while implementing robust data validation to feed predictive machine learning models securely.

Engineered enterprise-grade error-handling, payload validation, and instant Slack/PagerDuty alerting systems within active workflows, reducing production pipeline failures by 30% and enabling proactive incident response.

Led technical onboarding and training workshops for over 15 corporate clients, ensuring a friction-free transition and high adoption rates of newly implemented automated systems with a focus on secure operational practices.

Education

University of Lagos

Bachelor of Science Computer Science

Courses

Data Structures & Algorithms

Database Management Systems (DBMS)

Artificial Intelligence Foundations

Software Engineering

Languages

English

Certificates

Generative AI with Large Language Models & AI Product Management Specialization

DeepLearning.AI

Advanced RPA Developer (UIARD)

UiPath Certified

Advanced AI Automation Professional

Automation Anywhere

Level 3 Advanced Architect Certification

Make.com Academy

Skills

Cybersecurity & AI for Security

Large Language Models (GPT-4, Claude 3.5 Sonnet, Llama 3), Advanced Prompt Engineering, Retrieval-Augmented Generation (RAG), Vector Embeddings, Fine-Tuning, AI-driven Threat Intelligence, Security Automation.

Security Orchestration & Automation (SOAR)

LangChain, LangGraph, LlamaIndex, CrewAI, AutoGen, n8n (Self-hosted & Cloud), Make.com (Integromat), Zapier, UiPath (Advanced RPA), Microsoft Power Automate.

Secure Development & Data Management

Python (FastAPI, Flask, Pandas, NumPy), JavaScript (Node.js), SQL (PostgreSQL, MySQL), RESTful & GraphQL API Integration, Webhooks, Secure API Design, Data Validation.

Cloud & Data Security

Pinecone, ChromaDB, Weaviate, AWS (Lambda, S3, EC2), Docker, Cloud Security, Vector Databases.

Security Methodologies & Stakeholder Management

Agile/Scrum, Enterprise Solution Architecture, Cross-functional Stakeholder Management, US Client Relations, Risk Assessment, Compliance.

Projects

Enterprise Intelligent Email Triaging & Action Engine

Summary

Developed a secure, asynchronous, serverless Python application on AWS Lambda utilizing GPT-4 to interpret user intent, sentiment, and metadata from high-volume corporate email inboxes, enhancing secure communication channels.

Production-Grade RAG Knowledge Base Architecture

Summary

Built a local, secure Retrieval-Augmented Generation (RAG) platform using LlamaIndex and ChromaDB vector storage to handle complex semantic search queries over thousands of internal HR and compliance PDF policies, ensuring data security and controlled access.