01 · Roasts
The One-Star Millionaire
After 28 repos and nearly 2 years on GitHub, you've accumulated exactly 1 star — and it's on your profile README. The actual research projects with 300 FHE experiments? Zero stars. Your bio page is your magnum opus.
CI? Never Heard of Her
Zero repos have CI. Zero. You're submitting work to IEEE BIBM and BMC Bioinformatics with no automated tests or pipelines, just vibes and manually-run scripts. Reviewers can't reproduce your results but neither can you, probably.
The Deadline Sprint Archaeologist
MethCLR: 30 commits in 28 days then silence. LarpSuite: 4 commits in 6 hours. TwinVEIL: empty modules, 4 commits, IEEE GLOBECOM listed in the README. Your git history reads like a series of all-nighters with no morning after.
License-Free Zone
Almost every repo — including ones you're submitting to academic conferences — has no license. MethCLR, CKKS-BFV, GenomicBeaconsUnderSiege: all legally unreusable. You're publishing encrypted genomics research that nobody is legally allowed to build on.
Half-Baked Scaffold Collection
PassiveScanner (74 words, 5 KB, no code), ApexLab-source (bare HTML title), TwinVEIL (empty module files). Nearly a third of your repos are skeletons wearing READMEs as costumes. Ghost towns with good names.
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% weight56D
- Consistency20% weight65C
- Quality20% weight62C
- Depth15% weight58D
- Breadth10% weight55D
- Community10% weight25F
03 · Stats
365-day commit heatmap
71 active days
Language distribution
- Python51%
- Jupyter Notebook38%
- C6%
- HTML2%
- CSS1%
- R1%
- Other1%
04 · Numbers
Owned repos
non-fork
25
Commits
last 12 months
314
Followers
1
Joined GitHub
Sep 2024
05 · Top repos
dileeme /
CKKS-BFV_TradeoffAnalysis_On_RNA-Seq
Rigorous FHE benchmarking of BFV vs CKKS on RNA-Seq differential expression scoring with 16.6 MB codebase, systematic experimental design, and comprehensive latency/accuracy tradeoff analysis across 300 runs and 2 datasets.
dileeme /
GenomicBeaconsUnderSiege
IEEE BIBM 2026 submission on privacy re-identification risk in genomic beacons using IBD-assisted MIA and FHE performance overhead. Research codebase with structured experiments, typed Python, tests, and detailed README. 0 stars suggests pre-publication/nascent dissemination.
dileeme /
MethCLR
A research project implementing contrastive learning for DNA methylation (EWAS). Contains typed Python code, structured architecture, meaningful README with method details, but no tests, CI, or license. Submitted to IEEE BIBM 2026; unproven adoption with 0 stars and recent creation (28 days old).
dileeme /
bioinformatics-workups
Learning resource for bioinformatics algorithms in Jupyter Notebooks; no tests, CI, license, or gitignore; minimal adoption (0 stars/forks); README present but vague about structure.
dileeme /
TwinVEIL
Unfinished research framework for 6G Digital Twins with CKKS homomorphic encryption; README well-structured but core modules empty (client/encryptor.py, server modules are blank); 4 commits in ~3 months, no tests/CI, no license.
dileeme /
CRISMA
One-week sprint React/Three.js PDB molecule viewer. TypeScript + Vite template with no tests/CI, minimal commits, and experimental scope. Lacks production polish or external adoption.
dileeme /
LarpSuite
LarpSuite is a tkinter-based web penetration testing proxy/toolkit with HTTP interception, active scanning, intruder payload engine, repeater, and code analyzer modules. Untyped Python, no README/tests/CI/license, 4 recent commits over <1 day, 578 KB (~11k LOC) with ambitious scope but immature execution.
dileeme /
dileeme
GitHub profile configuration repo with README-only presence; 59 KB, no meaningful code or documentation structure beyond personal bio. 30 commits over ~17 months suggest periodic updates but minimal substantive work.
dileeme /
ApexLab-source
Minimal HTML scaffold with bare README title only, 5 commits in 4 days, no tests, CI, license, or meaningful documentation. Appears to be early-stage experimental work.
dileeme /
PassiveScanner
Empty scaffold project with only a README stub (74 words). No source files, no tests, no CI, no license, no gitignore. 5KB size confirms minimal/placeholder state. Created June 2026, 5 commits across 23 days.
06 · Timeline
- Sep 6, 2024Joined GitHub
- Mar 10, 2025Created dileeme — Config files for my GitHub profile.
- Mar 20, 2025Created bioinformatics-workups — A collection of bioinformatics algorithms implemented in Python, covering a range of computational techniques for analyzing biological data. This repository serves as a learning re
- Feb 25, 2026Created CKKS-BFV_TradeoffAnalysis_On_RNA-Seq
- Apr 3, 2026Created GenomicBeaconsUnderSiege — Quantifying Re-Identification Risk from Summary Statistics and the Performance Cost of Homomorphic Encryption
- Jun 1, 2026Created MethCLR — A contrastive learning framework for pipeline-invariant DNA methylation representations in Epigenome-Wide Association Studies (EWAS).
- Jun 1, 2026Created TwinVEIL — TwinVEIL: A privacy-preserving framework for 6G Digital Twins using CKKS homomorphic encryption for secure edge-to-cloud anomaly detection.
- Jun 15, 2026Created PassiveScanner — Scan client URL's with a crawler to look for potential threats and vulnerabilities, rank them based on severity and generate a detailed report with analysis on the inference..
- Jun 19, 2026Created LarpSuite
- Aug 8, 2026Created ApexLab-source
- Aug 12, 2026Created CRISMA
- Aug 29, 2026Most recent push to dileeme
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.