sugatoray Sugato Ray
I am a Physicist turned Data Scientist + ML Practitioner. Research Interests: Data Science, ML, DL, Statistics, Math, Computing, LLMs.
EVIDENCE BASE
198
Repositories
1438
Commits
2240
Files analyzed
43
Technologies
143
Evidence
37
Active months
Based on 198 repository passports · 12/198 current
ENGINEERING PROFILE
Frontend75%
Backend75%
Testing33%
DevOps66%
CORE TECHNOLOGIES
HR: name + projects · Lead: + files/LOC · persistence Core≥4
Python Core
LANGUAGE · 8/198 repos · 573 files · 43689 LOC
Depth 70 · HIGH
Markdown Core
LANGUAGE · 12/198 repos · 518 files · 55118 LOC
Depth 70 · HIGH
JavaScript Core
LANGUAGE · 6/198 repos · 257 files · 109524 LOC
Depth 70 · HIGH
Rust Emerging
LANGUAGE · 1/198 repos · 120 files · 49264 LOC
Depth 70 · HIGH
YAML Core
LANGUAGE · 10/198 repos · 108 files · 7145 LOC
Depth 70 · HIGH
TypeScript Core
LANGUAGE · 8/198 repos · 64 files · 15910 LOC
Depth 58 · HIGH
JSON Core
LANGUAGE · 9/198 repos · 59 files · 25670 LOC
Depth 70 · HIGH
Shell Core
LANGUAGE · 7/198 repos · 30 files · 2893 LOC
Depth 70 · HIGH
pytest Recurring
TESTING · 3/198 repos · 30 files · 5998 LOC
Depth 53 · HIGH
Svelte Emerging
FRAMEWORK · 1/198 repos · 22 files · 27154 LOC
Depth 78 · HIGH
TOML Core
LANGUAGE · 5/198 repos · 22 files · 846 LOC
Depth 70 · HIGH
PowerShell Recurring
LANGUAGE · 2/198 repos · 18 files · 3088 LOC
Depth 70 · HIGH
Go Emerging
LANGUAGE · 1/198 repos · 17 files · 4716 LOC
Depth 70 · HIGH
C# Emerging
LANGUAGE · 1/198 repos · 15 files · 3760 LOC
Depth 70 · HIGH
lxml Recurring
LIBRARY · 2/198 repos · 12 files · 5236 LOC
Depth 74 · HIGH
React Recurring
FRAMEWORK · 2/198 repos · 11 files · 3104 LOC
Depth 58 · HIGH
Vitest Emerging
TESTING · 1/198 repos · 10 files · 1677 LOC
Depth 78 · HIGH
Prettier Recurring
QUALITY · 3/198 repos · 10 files · 9587 LOC
Depth 73 · HIGH
ESLint Recurring
QUALITY · 3/198 repos · 8 files · 10906 LOC
Depth 69 · HIGH
xUnit Emerging
TESTING · 1/198 repos · 7 files · 916 LOC
Depth 74 · HIGH
Playwright Recurring
TESTING · 2/198 repos · 7 files · 639 LOC
Depth 62 · HIGH
XML Recurring
LANGUAGE · 2/198 repos · 6 files · 37 LOC
Depth 70 · HIGH
Serde Emerging
LIBRARY · 1/198 repos · 5 files · 3261 LOC
Depth 74 · HIGH
Poetry Core
BUILD_TOOL · 5/198 repos · 5 files · 50 LOC
Depth 80 · HIGH
npm Core
BUILD_TOOL · 5/198 repos · 5 files · 50 LOC
Depth 80 · HIGH
pip Core
BUILD_TOOL · 4/198 repos · 4 files · 40 LOC
Depth 80 · HIGH
uv Core
BUILD_TOOL · 4/198 repos · 4 files · 40 LOC
Depth 80 · HIGH
MongoDB Recurring
DATABASE · 2/198 repos · 4 files · 12324 LOC
Depth 73 · HIGH
Pydantic Emerging
LIBRARY · 1/198 repos · 3 files · 452 LOC
Depth 66 · HIGH
Next.js Emerging
FRAMEWORK · 1/198 repos · 2 files · 450 LOC
Depth 62 · HIGH
Ruby Recurring
LANGUAGE · 2/198 repos · 2 files · 102 LOC
Depth 70 · HIGH
Redis Recurring
CACHE · 2/198 repos · 2 files · 356 LOC
Depth 61 · HIGH
RabbitMQ Recurring
MESSAGE_BROKER · 2/198 repos · 2 files · 356 LOC
Depth 61 · HIGH
Cargo Emerging
BUILD_TOOL · 1/198 repos · 1 files · 10 LOC
Depth 80 · HIGH
Jinja2 Emerging
LIBRARY · 1/198 repos · 1 files · 136 LOC
Depth 58 · HIGH
Bytes Emerging
LIBRARY · 1/198 repos · 1 files · 34 LOC
Depth 51 · HIGH
PHP Emerging
LANGUAGE · 1/198 repos · 1 files · 31 LOC
Depth 70 · HIGH
Go Modules Emerging
BUILD_TOOL · 1/198 repos · 1 files · 10 LOC
Depth 80 · HIGH
debug Emerging
LIBRARY · 1/198 repos · 1 files · 167 LOC
Depth 58 · HIGH
Newtonsoft.Json Emerging
LIBRARY · 1/198 repos · 1 files · 575 LOC
Depth 58 · HIGH
Zod Emerging
LIBRARY · 1/198 repos · 1 files · 103 LOC
Depth 37 · HIGH
NuGet Emerging
BUILD_TOOL · 1/198 repos · 1 files · 10 LOC
Depth 80 · HIGH
python-dotenv Emerging
LIBRARY · 1/198 repos · 0 files · 0 LOC
ENGINEERING HABITS
containerizationabsent
automated_testsobserved
documentationobserved
lintingobserved
formattingobserved
continuous_integrationobserved
Not observed ≠ does not know
PROJECT PORTFOLIO
ACTIVITY & OWNERSHIP
Active months 37
Commits 1438
Owner authored 98%
PRIMARY PROFILE — HR VIEW
BackendPython · Markdown · JavaScriptHigh ownership
In 30 sec: direction — backend, core — Python · Markdown · JavaScript, 198 repos 2021 — 2026. No LOC or files — stability only.
DEVELOPER SIGNATURE
PythonMarkdownJavaScriptRustYAMLHigh ownership
TECHNOLOGY EVOLUTION
2023
JavaScript · React
2024
TypeScript · Next.js
2025
TypeScript · PostgreSQL
2026
TS + Next
COMMUNITY / IMPACT not a skill rating
Stars 70
Forks 5
Watchers 3
EVERYTHING ABOVE IS TRACEABLE
198 repositories · 1438 commits · 2240 files · 143 evidence
Absence of a technology in the passport does not imply lack of experience