AI & Software Engineer
Fener
Ahmed
Building agentic systems and models that reason and act on their own — from reinforcement learning agents to an AI‑driven SOC platform that triages its own alerts.
01 About
I'm a software engineer focused on AI and machine learning — agentic systems, reinforcement learning, and models that reason over real signals instead of just classifying them.
Most recently I've been building an agentic SOC platform that ingests security signals and triages them with Claude before a human has to — two-stage triage, long-term memory, and a MITRE ATT&CK-mapped confidence model. My background as a Security & Software Engineer at Virtual Computing, leading ISO 27001/9001 compliance work, keeps that grounded in real infrastructure. I'm pushing further into AI from here.
02 Experience
-
Security & Software Engineer
Current
03 Education
-
Durham University
04 Work
-
AI-Driven SOC Platform
In DevelopmentMulti-tenant SOC posture & remediation platform for MSPs. Real-time signal ingest from Defender, Azure AD, and M365, two-stage Claude triage, and an agentic SOC analyst with long-term memory and a MITRE ATT&CK-mapped confidence model.
-
Learning to Walk — TATD3
A dual-actor TD3 reinforcement learning agent trained to walk in BipedalWalker‑v3 and its Hardcore variant, using OpenAI Gym.
-
Efficient CIFAR‑100 Modelling
A minimalist convolutional neural network for CIFAR‑100 classification, plus a DCGAN explored for image generation, reaching a FID score of 53.36.
-
ISO 27001 & ISO 9001 Recertification
PassedLed the recertification audits for both standards and passed.
05 Skills
ML & AI
PyTorch, TensorFlow, scikit-learn, Agent Workflows, RAG Pipelines, Embeddings
Languages
Python, TypeScript / JavaScript, PHP, SQL, Bash, C / C++
Security & Compliance
ISO 27001, Vulnerability Management, Microsoft Defender, Threat Monitoring, Cloud Security, SSL/TLS
Tools & Infra
Docker, Git, Linux Administration, CI/CD, Windows Server