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existential crisis
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Achievement: Pull Sharkx2Achievement: YOLO

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muneeb-anjum0/README.md

PS C:\Users\Public> .\MUNEEB.ps1

Loading identity profile...
Name        : MUNEEB
Mode        : Applied AI Developer
Status      : building from dataset -> model -> evaluation -> product                                                 
PS C:\Users\MUNEEB> whoami
Applied AI Developer

PS C:\Users\MUNEEB> Get-Location
Islamabad, Pakistan

PS C:\Users\MUNEEB> Get-Mission
Build AI systems from dataset -> model -> evaluation -> product.                                                      

PS> Get-Profile

PS C:\Users\MUNEEB> Get-Profile | Select-Object Focus, Output                                                         

Focus                         Output
-----                         ------
Dataset engineering           clean training and evaluation data
Fine-tuning                   LoRA / QLoRA adapters with gates
Retrieval                     RAG, embeddings, pgvector
Local inference               Qwen, Ollama, llama.cpp, GGUF
Product engineering           APIs, dashboards, auth, automation
Systems fundamentals          C++, OpenGL, Java, algorithms

PS> Get-LatestPush

PS C:\Users\MUNEEB> Get-Repositories |
>> Where-Object Name -ne "muneeb-anjum0" |                                                                            
>> Sort-Object PushedAt -Descending |
>> Select-Object -First 3

the-interview

PS C:\Users\MUNEEB> Open‑the‑interview                                                                                

Recently updated project repository.

Language: C++ Commits: 3 PRs: 0 Last pushed: 2026-07-20

ClassWire

PS C:\Users\MUNEEB> Open‑ClassWire                                                                                    

Inbox2table extracts class schedule emails from Gmail, parses timetable information, and displays organized schedules with semester filtering and multi-user persistence. Built with Flask, React, and Supabase.

Language: Python Commits: 126 PRs: 27 Last pushed: 2026-07-20

NOPE

PS C:\Users\MUNEEB> Open‑NOPE                                                                                         

Local-first AppSec review workbench for authorized repository and URL scans, with deterministic scanners, evidence-gated findings, reports, drift, and optional local Qwen explanations.

Language: Python Commits: 99 PRs: 0 Last pushed: 2026-07-19

PS> Get-Stack

PS C:\Users\MUNEEB> Get-Stack -Grouped

AI/Data      PyTorch, Hugging Face, Qwen, LoRA, QLoRA, RAG, pgvector                                                  
Inference    Ollama, llama.cpp, GGUF, local-first model routing
Web/API      React, Next.js, TypeScript, FastAPI, Flask, Go, Gin
Storage      PostgreSQL, MongoDB, Firestore, Redis, SQLite
Quality      Playwright, pytest, Vitest, evaluation gates, CI checks
Native       C++, OpenGL, Dear ImGui, Java

PS> Get-Rules

PS C:\Users\MUNEEB> Get-Rules

[1] Build the dataset before trusting the model.
[2] Measure failure cases, not vibes.
[3] Keep inference replaceable.
[4] Protect credentials and user data by default.                                                                     
[5] Ship the smallest useful system.

PS> Get-ContributionActivity

Contribution activity graph for muneeb-anjum0
PS C:\Users\MUNEEB> exit
build the data; test the model; ship the system                                                                       

Pinned Loading

  1. AudioAware AudioAware Public

    Two-branch audio authenticity app that detects AI-generated speech and environmental audio using WavLM, AST, FastAPI, and React.

    TypeScript 2

  2. GradeScope GradeScope Public

    A local academic analytics dashboard for SZABIST students, built to transform ZABDESK attendance, marks, GPA, and subject risk data into clear insights, charts, and action plans.

    Python

  3. ClassWire ClassWire Public

    Inbox2table extracts class schedule emails from Gmail, parses timetable information, and displays organized schedules with semester filtering and multi-user persistence. Built with Flask, React, an…

    Python

  4. Drift Drift Public

    Drift detects requirement drift from client messages and turns scope changes into reviewable project decisions

    TypeScript 1

  5. Gpa-Tracker Gpa-Tracker Public

    Minimal Firebase-powered GPA tracker with email/password auth, manual Firestore saves, semester analytics, and a clean dock-based interface

    JavaScript