mohammed firdous

projects

I build things I can use or reference, or that others can. Here are some I actually "finished"; some polished, some quick experiments. Happy to chat, hit me up!

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A rigorous evaluation framework that probes Qwen3.5-4B-Base across 84 structured prompts in 12 reasoning categories, using dual-axis failure classification and surfacing a critical float16 overflow issue.
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A collection of PipeCD deployment manifests that validates multicluster pipeline patterns, canary, baseline, traffic shifting, Kustomize overlays, and Helm across geographically distributed clusters.
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A hierarchical multi-agent system that researches companies, refines investment theses through an analyst-critic loop, and produces parallel bull/bear reports, deployed on GKE Autopilot.
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An API documentation agent that uses retrieval-augmented generation to answer endpoint questions with citations.
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A forecasting tool that turns plain-English requests into sktime pipelines and returns predictions.
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A Kubernetes operator that detects pod failures, collects diagnostics, and stores fix guidance in a custom resource.
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A khutbah preparation tool for Quran search, citation checks, and outline planning.
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An e-commerce platform built with Go services and deployed on Kubernetes.
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A system for reporting infrastructure issues and coordinating responses in Nigeria.
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A code reviewer and explainer built with Cloudflare Workers and Pages.
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Cruddur is a micro-messaging app where users share posts and photos that can expire.
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A community website where users deploy personal sites ("Terra Houses") with Terraform.
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A data analytics flow on AWS using S3, Glue, Athena, and QuickSight.
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A three-tier LAMP application on AWS built with CloudFormation.
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Three AWS and Bash projects that automate API, storage, and database tasks.