Repository binding unavailable
The flagship
You named the repository like a serious research system and then kept it alive for years—apparently “side project” was not an acceptable scope limit.
Historical result · no repository binding was retained
B
Solid engineer
bronze medal
Overall
0.0/ 100
Roasts
kintinuous
The sequel problem
Kintinuous sounds like a typo that became a computer-vision project, then kept moving continuously long after most experiments would have stopped.
icpcuda
GPU ambition
icpcuda has the unmistakable energy of someone deciding ordinary computation was personally offensive and building a C++ rebuttal.
yet-another-power-card
The wildcard
Yet Another Power Card is a wonderfully specific premise: the portfolio briefly steps away from heavyweight vision systems to ask whether the world needed one more power card.
stopwatch
Time is a feature
A stopwatch repository updated in 2024 is either a neat utility or an especially committed attempt to measure how long it takes to finish the utility.
Category breakdown
Impact
25% weight
The portfolio includes ambitious computer-vision and GPU-oriented projects, alongside several specialized tools and experiments, indicating substantial technical usefulness and scope.
Consistency
15% weight
The visible portfolio spans 2014 through 2026, with several projects receiving updates in 2021–2025 and multiple active, non-archived repositories.
Quality
25% weight
Metadata supports mature project selection and long-lived maintenance signals, but no claims about unavailable materials or implementation details are made.
Depth
20% weight
Several major repositories show multi-year longevity and recent maintenance, suggesting sustained ownership of technically demanding projects rather than only short experiments.
Breadth
10% weight
The listed work covers C++, C, Python, and TypeScript, with projects ranging from computer vision and GPU work to utilities and smaller applications.
Community
5% weight
Follower and star counts provide a positive but limited signal of external interest; this score is kept moderate because popularity is only a weak tie-breaker and detailed community evidence is unavailable.
Stats
52-week commit heatmap
8 active daysLanguage distribution
4 langs
- C++67%
- Python17%
- C8%
- TypeScript8%
Based on the bounded repository sample saved with this analysis.
Numbers
Owned repos
Non-fork sample
12
Commits
Last 12 months
5
Followers
Accepted fact
885
Joined GitHub
Profile date
Jan 2013
Top repos
Scores marked Profile rating use bounded public repository metadata. Full repo analysis appears only when a separate accepted repository analysis exists.
mp3guy /
elasticfusion
91/100
Long-lived, actively maintained C++ project in a technically ambitious computer-vision domain, with substantial external interest.
OwnedActiveProfile ratingC++
★ 1928 · 1y agoOpen on GitHub ↗
mp3guy /
kintinuous
89/100
Ambitious C++ computer-vision project with multi-year continuity and strong evidence of sustained ownership.
OwnedActiveProfile ratingC++
★ 954 · 4y agoOpen on GitHub ↗
mp3guy /
icpcuda
82/100
Specialized C++ GPU-oriented project with a clear technical focus and evidence of meaningful external interest, though its latest listed update is older.
OwnedActiveProfile ratingC++
★ 721 · 5y agoOpen on GitHub ↗
mp3guy /
surfreg
68/100
Older, focused C++ project with a meaningful technical premise and moderate signs of external usefulness.
OwnedActiveProfile ratingC++
★ 63 · 9y agoOpen on GitHub ↗
mp3guy /
syme3
62/100
Python project with a specific identity and continued activity through 2023, representing credible but less visibly extensive work.
OwnedActiveProfile ratingPython
★ 34 · 3y agoOpen on GitHub ↗
mp3guy /
stopwatch
60/100
Recent C++ utility project showing continued activity and a practical scope, though its overall depth is not visible from metadata alone.
OwnedActiveProfile ratingC++
★ 31 · 2y agoOpen on GitHub ↗
mp3guy /
logger2
57/100
C++ utility project with a longer visible history and some external interest, but limited evidence of recent maintenance.
OwnedActiveProfile ratingC++
★ 31 · 9y agoOpen on GitHub ↗
mp3guy /
backpropagation
56/100
Focused C++ learning or research-style project with a long history, but limited visible scale and older maintenance.
OwnedActiveProfile ratingC++
★ 24 · 12y agoOpen on GitHub ↗
mp3guy /
logger1
53/100
Compact C++ project with a clear utility-oriented identity and an older maintenance timeline.
OwnedActiveProfile ratingC++
★ 11 · 10y agoOpen on GitHub ↗
mp3guy /
campi
45/100
Older C project with a concise scope and modest visible scale, contributing useful language variety to the portfolio.
OwnedActiveProfile ratingC
★ 2 · 12y agoOpen on GitHub ↗
mp3guy /
yet-another-power-card
43/100
Recent TypeScript project with a distinctive, compact premise; its limited visible history makes maturity difficult to assess.
OwnedActiveProfile ratingTypeScript
★ 2 · 5mo agoOpen on GitHub ↗
mp3guy /
sunandmoon
39/100
Small Python project with a recent update but little visible external traction or evidence of substantial scope.
OwnedActiveProfile ratingPython
★ 0 · 3y agoOpen on GitHub ↗
Timeline
- Joined GitHub
- Created mp3guy/backpropagation - Simple object-oriented implementation of a multi-layer perceptron which uses the back propagation algorithm to learn
- Created mp3guy/campi - Small "motion detection" program for the Raspberry Pi with camera module
- Created mp3guy/logger1 - Tool for logging RGB-D data from the Microsoft Kinect and ASUS Xtion Pro Live
- Created mp3guy/logger2 - Tool for logging RGB-D data from the ASUS Xtion Pro Live with OpenNI2
- Created mp3guy/stopwatch - Easy to use simple benchmarking tool
- Created mp3guy/surfreg - Automatic surface registration tool for ICL-NUIM datasets
- Created mp3guy/icpcuda - Super fast implementation of ICP in CUDA for compute capable devices 3.5 or higher
- Created mp3guy/elasticfusion - Real-time dense visual SLAM system
- Created mp3guy/kintinuous - Real-time large scale dense visual SLAM system
- Created mp3guy/sunandmoon - Script to calculate the times you can catch a solar or lunar rise or set for a location and direction.
- Created mp3guy/syme3 - SE(3) exponential map at zero helper for SymPy
- Created mp3guy/yet-another-power-card - Yet another power card (YAPC) for Home Assistant
- Most recent push to mp3guy/yet-another-power-card
Compare
MP3GUY · 6DMEDIAN CODER
Rubric
How this score was produced
Overall = Σ(category × weight) + deterministic top-end curve
| Category | Weight | Score | Contribution |
|---|---|---|---|
| Impact | 25% | 86 | 21.50 |
| Quality | 25% | 72 | 18.00 |
| Depth | 20% | 88 | 17.60 |
| Consistency | 15% | 78 | 11.70 |
| Breadth | 10% | 61 | 6.10 |
| Community | 5% | 67 | 3.35 |
Impact · 86/100
What it measures. Project usefulness, ambition, originality, and coherence. Popularity is not impact.
Evidence for mp3guy. The portfolio includes ambitious computer-vision and GPU-oriented projects, alongside several specialized tools and experiments, indicating substantial technical usefulness and scope.
Quality · 72/100
What it measures. Engineering and project-maturity signals supported by the available public metadata.
Evidence for mp3guy. Metadata supports mature project selection and long-lived maintenance signals, but no claims about unavailable materials or implementation details are made.
Depth · 88/100
What it measures. Sustained ownership, meaningful scope, and continued maintenance rather than one-shots.
Evidence for mp3guy. Several major repositories show multi-year longevity and recent maintenance, suggesting sustained ownership of technically demanding projects rather than only short experiments.
Consistency · 78/100
What it measures. Recency and contribution patterns across the supplied activity window.
Evidence for mp3guy. The visible portfolio spans 2014 through 2026, with several projects receiving updates in 2021–2025 and multiple active, non-archived repositories.
Breadth · 61/100
What it measures. Language entropy and project-type diversity across owned repos.
Evidence for mp3guy. The listed work covers C++, C, Python, and TypeScript, with projects ranging from computer vision and GPU work to utilities and smaller applications.
Community · 67/100
What it measures. A weak positive tie-breaker for supplied community signals, never a popularity penalty.
Evidence for mp3guy. Follower and star counts provide a positive but limited signal of external interest; this score is kept moderate because popularity is only a weak tie-breaker and detailed community evidence is unavailable.
- Raw total
- 78.25
- Top-end curve
- +0.00
- Final overall
- 78.2
Tier thresholds
S 90-100 Mass-producing humansA 80-89 Ship machineB 70-79 Solid engineerC 60-69 Getting thereD 40-59 README enthusiastF 0-39 GitHub tourist
I. How this saved profile rating was produced
- 01
Validate. The server validates the login, signed browser session, attempts, cooldown, daily ceiling, and the single provider permit.
- 02
Collect. The VPS collector reads bounded public profile metadata and up to 12 recent repository metadata rows in volatile memory.
- 03
Rate. One pinned provider returned a closed profile-rating object with no tools, browsing, shell, or repository-content access.
- 04
Verify. Server checks bound the subject, rejected unsafe or echoed text, validated the schema, and recomputed rubric-v3 final arithmetic.
- 05
Save. Only a valid completion and allowlisted post-completion facts commit atomically; the public projection is then rebuilt.
This saved profile analysis is metadata-only and did not read repository trees, README files, or source code. Availability of new analysis is separate from this historical result.
Rated 2026-08-10 · rating-rubric/3
II. Data sources & caveats
- Scores summarize one accepted, subject-bound analysis; they are not a security audit or endorsement.
- Rank, percentile, and median use 1095 currently accepted public profiles and can change as the leaderboard changes.
- Repository and language details reflect the bounded analyzed sample, not necessarily every repository.
- Missing data is shown as unavailable or not evaluated instead of being inferred as zero.
- Analysis completed Aug 10, 2026, 12:42 AM UTC and is marked aging.