01 · Roasts
Commit firehose, quiet audience
17,570 yearly commits and 277 multi-repo volume versus 3 total stars: the keyboard has fans, the projects need users.
Portfolio hoarder
At least six named products ship across finance, agriculture, space, logistics, and biotech—pick a flagship and make strangers care.
CI is selective
SAFRA and CrawlMind automate checks, but RICE24 has no CI and AETHER lets pytest failures slide with `|| true`.
Demo disclosure champion
QuantaPath has the portfolio's clearest deployment and 2 stars, but its README also admits the quantum optimization is simulated.
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% weight80A
- Quality20% weight72B
- Depth15% weight58D
- Breadth10% weight80A
- Community10% weight55D
03 · Stats
365-day commit heatmap
111 active days
Language distribution
- HTML68%
- Python27%
- TypeScript2%
- JavaScript1%
- Kotlin1%
- CSS0%
- Other1%
04 · Numbers
Owned repos
non-fork
46
Commits
last 12 months
17,570
Followers
26
Joined GitHub
Jun 2024
05 · Top repos
Premchandyadav369 /
AETHER
A large, documented AETHER drug-discovery platform with FastAPI, RDKit, PyTorch, frontend build automation, tests, and CI; adoption is unproven at 0 stars and several scientific outputs are explicitly surrogate or simulated.
Premchandyadav369 /
mind-pattern-analyzer
A substantial typed TypeScript/React cognitive-bias analysis app with Supabase AI functions, local fallback analysis, evaluation utilities, visualizations, and tested statistical/calibration modules, but no CI, license, or demonstrated adoption.
Premchandyadav369 /
QuantaPath
QuantaPath is a deployed, named Next.js/TypeScript logistics demo with substantial route-optimization UI and solver services, but adoption is minimal and several analytics are explicitly mocked or simulated.
Premchandyadav369 /
DEBRIX
A substantial typed TypeScript space-operations showcase with 3D scenes, orbital calculations, live-data proxies, simulations, and a documented React UI, but no demonstrated adoption and only a placeholder test.
Premchandyadav369 /
RISKOS
RISKOS is a substantial documented quantitative-finance web/API project with FastAPI, SQLAlchemy, market-provider failover, portfolio analytics, a JavaScript terminal UI, and realtime-provider tests, but it has no stars, CI, or license.
Premchandyadav369 /
SAFRA
SAFRA is a substantial typed FastAPI/Next.js buildathon simulation with policy, cryptographic audit, graph, ML, and large-scale event components, but has no demonstrated adoption and was created only one day ago.
Premchandyadav369 /
CrawlMind
CrawlMind is a documented, multi-module FastAPI/Next.js crawling and research platform with SSRF, robots-policy handling, hybrid retrieval, graph extraction, CI, and Kubernetes deployment artifacts, but has no demonstrated adoption and remains an early burst-stage project.
Premchandyadav369 /
RICE-Lite
A substantial Kotlin/Jetpack Compose agriculture app with camera AI scanning, Room-backed farm planning, irrigation and fertilizer calculators, but no demonstrated adoption, CI, license, or test suite.
Premchandyadav369 /
RICE24
Documented typed Next.js/Genkit agriculture application with crop planning and two financial calculators, but no stars, tests, CI, license, or demonstrated external adoption.
Premchandyadav369 /
Premchandyadav369
A GitHub profile README repository centered on branding and automated contribution graphics, with two scheduled workflows but no substantive application source, tests, license, or typed implementation.
06 · Timeline
- Jun 27, 2024Joined GitHub
- May 23, 2025Created RICE24
- Aug 15, 2025Created QuantaPath
- Aug 21, 2025Created Premchandyadav369
- Mar 8, 2026Created DEBRIX
- Mar 8, 2026Created mind-pattern-analyzer
- Jun 30, 2026Created RICE-Lite — Boring day->do some vibecoding
- Aug 9, 2026Created CrawlMind
- Aug 12, 2026Created RISKOS
- Aug 19, 2026Created AETHER — Public Repo for AETHER RAMI
- Aug 30, 2026Created SAFRA
- Sep 5, 2026Most recent push to RISKOS
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.