01 · Roasts
Ctrl+C, Ctrl+V, Ctrl+Commit
9 out of 12 repos were created and fully pushed on the same day, many within 10–20 minutes. Your git log reads less like a dev diary and more like a homework submission portal at 11:59 PM.
62% Jupyter Notebook Developer
Nearly two-thirds of your codebase is .ipynb files. That's not a language — that's a confession that your 'production code' runs one cell at a time and crashes if you re-run out of order.
Zero Tests, Zero CI, Zero Chill
Across 12 repos, you have HAS_CI=yes exactly 0 times. You've built blockchain voting systems, X-ray fracture detectors, and Big Data pipelines — but GitHub Actions is apparently where you draw the line.
The Name Enthusiast
'secure-blockchain-powered-voting-system-featuring-a-graphical-interface-background-data-auditing' is 104 characters long. Your repo names are more architecturally complex than some of the actual code inside them.
2 Followers, 12 Repos, 1 Fan (You)
With 7 total stars spread across 12 repos and soloPct at 100%, you are your own entire open-source community. At least you're consistent about something.
Built using
Zoral
Shadows one worker for a week, then takes over their job with zero extra setup. Behaves exactly like the original.
zoral.ai
02 · Category breakdown
- Impact25% weight68C
- Consistency20% weight55D
- Quality20% weight57D
- Depth15% weight50D
- Breadth10% weight65C
- Community10% weight25F
03 · Stats
365-day commit heatmap
24 active days
Language distribution
- Jupyter Notebook62%
- Python28%
- TypeScript7%
- TSQL1%
- JavaScript1%
- Shell1%
04 · Numbers
Owned repos
non-fork
12
Commits
last 12 months
86
Followers
2
Joined GitHub
Oct 2023
05 · Top repos
Ahmedbakr78 /
data-visualization-SpotifyTrends
Full-stack Spotify analytics dashboard (Python/Plotly Dash + React/TypeScript frontend) with 113k-track dataset, 14 required chart types, multi-control interactivity, and auxiliary search engine. Course project with working dual-app ecosystem shipped in 6 days (14 of 30 commits), 183 MB codebase, typed TypeScript+Pytho
Ahmedbakr78 /
Student-Management-System-was-engineered-with-distinct
Production-grade FastAPI + React student management system with JWT auth, Redis caching, Prometheus metrics, and comprehensive test suite. TypeScript frontend with Zustand state, detailed architecture in README. Created within last 48 hours (2026-05-06 to 2026-05-07), no external visibility or adoption yet.
Ahmedbakr78 /
engineer-a-production-grade-end-to-end-Big-Data-pipeline-that-demonstrates-advanced-proficiency
Educational Hadoop MapReduce project demonstrating advanced patterns (DistributedCache, custom partitioners) with structured multi-task design, comprehensive documentation (design.md, ARCHITECTURE.md, STATUS.md), Docker containerization, and data pipeline orchestration via Bash/Python, but minimal adoption and recent c
Ahmedbakr78 /
secure-blockchain-powered-voting-system-featuring-a-graphical-interface-background-data-auditing
Personal blockchain voting DApp with Solidity contracts, Python tkinter GUI, and custom ERC-20 token. Typed Python, structured src/ layout, README present, tests included (security_test.py, ownership_transfer_test.py), but no CI/CD pipeline.
Ahmedbakr78 /
GitHub-ecosystem-mining-app
Personal data-mining portfolio project with real GitHub API collection, preprocessing, Apriori rules, PageRank/HITS analysis, and BERT text classification. Jupyter-based submission with functional scripts and interactive dashboard, but no real usage signals or adoption beyond a course/portfolio context.
Ahmedbakr78 /
House-Price-Prediction-Customer-Segmentation
Student ML portfolio project combining house price prediction (XGBoost/LightGBM) and customer segmentation with Streamlit web UI. Typed Python, structured training scripts, and interactive visualizations, but minimal adoption (1 star), no tests, no CI, no license.
Ahmedbakr78 /
Automated-Multi-Modal-X-Ray-Fracture-Crack-Reporting-System
Academic deep learning project for fracture detection from X-ray images using TensorFlow/Keras with multi-modal input (image + patient factors). Jupyter notebook + Streamlit deployment; 9 commits in 5 days, no tests/CI/license, untyped Python.
Ahmedbakr78 /
5-A-Nevai-Search-Engine
Early-stage dual-application project (privacy search engine + task manager) with ambitious scope but minimal maturity: 0 stars, fresh dump (1 commit in ~10min), no tests/CI, minimal docs beyond marketing claims, unfinished code samples.
Ahmedbakr78 /
MR---Movie-Analytics-Dashboard-Cinematics-Dashboard-
Jupyter Notebook-based Movie Analytics Dashboard built with Streamlit; 33MB codebase with TMDB/IMDB data analysis, ML clustering, and visualization. Created and pushed same day (May 6, 2026) with minimal commit history. No tests, CI, license, or gitignore.
Ahmedbakr78 /
Data-Security-Secure-Student-Records-Management-System-SRMS-
Student project implementing SRMS with RBAC, MLS, encryption, and flow control. Shows solid security concepts but lacks tests, CI, production quality, and was completed in a burst (4 commits in 20 minutes).
Ahmedbakr78 /
GitHub-Repository-Mining--Advanced-Data-Mining-Project
Educational data mining pipeline project with 0 stars, 4 commits across single day, untyped Python, missing tests/CI/gitignore. README describes feature-complete academic scope but repo lacks substantive code samples and infrastructure.
Ahmedbakr78 /
University-Exam-Management-System-Oracle
University exam management system in Oracle PL/SQL with 7 SQL scripts. Extremely minimal repository—just 1 fork, 1 star, created 2026-05-06 and last pushed 2026-05-06 (same day). Limited external adoption signal or production use evidence.
06 · Timeline
- Oct 28, 2023Joined GitHub
- May 2, 2026Created Automated-Multi-Modal-X-Ray-Fracture-Crack-Reporting-System — Automated Multi-Modal X-Ray Fracture & Crack Reporting System
- May 6, 2026Created engineer-a-production-grade-end-to-end-Big-Data-pipeline-that-demonstrates-advanced-proficiency — end-to-end Big Data pipeline that demonstrates advanced proficiency in distributed computing, data engineering, and automated validation. Rather than relying on a single script or
- May 6, 2026Created data-visualization-SpotifyTrends — engineer a unified, full-stack software ecosystem that demonstrates advanced proficiency in data engineering, complex API orchestration, artificial intelligence integration, and u
- May 6, 2026Created Data-Security-Secure-Student-Records-Management-System-SRMS- — Secure Student Records Management System (SRMS) is a database application designed to manage academic data while enforcing five core database security models. The system ensures st
- May 6, 2026Created MR---Movie-Analytics-Dashboard-Cinematics-Dashboard- — MR - Movie Analytics Dashboard (Cinematics Dashboard) is a comprehensive web-based data analytics platform that provides deep insights into movie financials, audience sentiment, s
- May 6, 2026Created House-Price-Prediction-Customer-Segmentation — machine learning application that implements two core analytical workflows: Regression Analysis: House price prediction using advanced preprocessing techniques and state-of-the-ar
- May 6, 2026Created University-Exam-Management-System-Oracle — university Exam Management System using Oracle PL/SQL. It follows a multi‑user architecture with strict separation of duties, robust business logic, and a full suite of database ob
- May 6, 2026Created Student-Management-System-was-engineered-with-distinct — The Student Management System was engineered with distinct, measurable objectives to overcome common limitations found in monolithic educational software
- May 7, 2026Created 5-A-Nevai-Search-Engine
- May 10, 2026Created secure-blockchain-powered-voting-system-featuring-a-graphical-interface-background-data-auditing
- May 10, 2026Created GitHub-ecosystem-mining-app — GitHub Repository Mining - Advanced Data Mining Web mining and GitHub repository data collection Data preprocessing and feature engineering Association rule mining with Apriori Lin
- May 16, 2026Created GitHub-Repository-Mining--Advanced-Data-Mining-Project — engineer a reproducible, multi-stage data mining and natural language processing pipeline
- May 16, 2026Most recent push to GitHub-Repository-Mining--Advanced-Data-Mining-Project
07 · Compare
08 · Rubric
How this score was produced
Overall = Σ (category × weight) + gentle top-end curve
Tier thresholds
▸ How the pipeline works
- 01Scrape.Pull every non-fork repo pushed in the last 90 days, plus your contribution calendar, followers, and language byte counts — straight from GitHub's REST & GraphQL APIs.
- 02Triage.A small model reads every repo's file tree + README and picks the 20 files per repo that actually reveal how you code.
- 03Grade each repo. All repos run in parallel through a fast scoring model that reads the picked files and rates each one independently on Impact, Quality, and Depth — with evidence citations.
- 04Aggregate. A larger reasoning model combines the per-repo scores with server-computed stats (heatmap, commit cadence, language entropy, follower count) to produce the 6-dimension profile score + roasts.
- 05Correct.Deterministic server-side checks enforce anchor-scale floors (e.g. a profile with 2,000+ public commits can't score 30 Consistency) and recompute the final verdict.
~90 seconds per profile, ~$0.25 in compute. Total of ~240 files read across your top-12 repos. One rating per GitHub account per day.
▸ Data sources & caveats
- Heatmap & commit totals: GitHub GraphQL
contributionsCollection— covers the last 365 days, includes private repos when the user has opted in (default). - Language %: byte totals across the top 30 owned non-fork repos.
- Curve: a small upward nudge centered on raw score ≈ 70, capping at 100. Prevents specialists from being unfairly penalised for narrow breadth.
- Anchor corrections: when server-measured signals (e.g. privateWorkLikely, multiRepoVolume, follower count) mandate a minimum category score, the aggregation step enforces it. These are signal-conditional, not identity-based floors.