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CloudAide — an AI cloud support engineer
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Based in Pakistan & Saudi Arabia--:--:--
Open to work
01 — About
I work at the intersection of AI research and shipping software. Final-year CS at FAST NUCES, IBM-certified, published across quantum computing, federated learning, and agentic LLMs — I bring ideas from a blank file to a system that self-heals in production.
Selected work
(06) — hover to explore ↗Most AI demos never survive contact with production. Mine are built to stay up. I don't hand work off between teams — the retrieval math, the agent, the API, the dashboard — I build every layer myself, so the system that ships is the one I designed.
— 80 signal, 20 noise. That's the whole method.
02 — Published research
P.01
Quantum Computing
Performance Analysis of Grover's Algorithm under Depolarizing Noise in NISQ Devices
Quantum algorithm robustness under realistic noise conditions on near-term quantum hardware.
P.02
Federated ML
Federated Learning for Mental Health Applications: Adaptive & Privacy-Preserving Early Detection
A privacy-first federated architecture for early detection — sensitive data never leaves the device.
P.03
Agentic AI
CloudAIde: An Agentic Framework for Autonomous Cloud Infrastructure Remediation Using LLMs
An end-to-end LLM agent framework for detecting, diagnosing, and self-healing cloud incidents.
03 — Capabilities
(A)AI & Machine Learning+
Retrieval systems and autonomous agents, from the embedding math up to the orchestration layer.
RAG pipelinesFAISS vector searchCross-encoder re-rankingAgentic LLMsFine-tuningPyTorchTensorFlow(B)Full-Stack Engineering+
Interfaces and services that hold up under real traffic — built end to end, no handoffs.
ReactNext.jsFastAPIFlaskNode / ExpressWebSocketsDesign systems(C)Cloud & DevOps+
Infrastructure that deploys itself and tells you when something breaks.
AWSDockerLinuxCI/CD · GitHub ActionsNginxObservability(D)Research & Systems+
Three published papers at the edge of the field — where the interesting problems still are.
Quantum computing (NISQ)Federated learningAgentic frameworksNYAS young member(E)Cybersecurity+
Offense-informed defence — deception infrastructure, attack telemetry, and asking how a system breaks before shipping it.
Honeypots · CowrieSIEM · Elastic StackNetwork securityThreat telemetryGoogle Cybersecurity cert(F)Data Analytics+
From raw logs to decisions — cleaning, modelling, and visualising data until it argues for itself.
Python · Pandas · NumPyStatistical analysisData visualisationTimescaleDBGoogle Advanced Data Analytics04 — Certifications
01
IBM — AI Engineering Professional Certificate
02
DeepLearning.AI — Machine Learning Specialization · Andrew Ng, Stanford Online
03
Google — Advanced Data Analytics
04
Google Cloud — Vertex AI · Advanced Generative AI
05
Anthropic — Responsible AI & Constitutional AI
06
Anthropic — Introduction to Model Context Protocol (MCP)
07
AWS — Cloud Practitioner Essentials
08
Microsoft — Azure AI Fundamentals (AI-900)
09
Google — Cybersecurity Professional
10
Cisco — CCNA: Introduction to Networks
05 — Live from GitHubfetching
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Followers
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Public repos
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Total forks
Language mix — across repositories
06 — Contact