ashishpatel26 Ashish Patel
AI Researcher & Principal Architect AI/ML & Data Science at Oracle | xIBMers | Rank 3 Kaggle Kernel Master
EVIDENCE BASE
50
Repositories
1542
Commits
4056
Files analyzed
35
Technologies
186
Evidence
86
Active months
Based on 50 repository passports · 49/50 current
ENGINEERING PROFILE
Frontend12%
Backend51%
Testing22%
DevOps18%
CORE TECHNOLOGIES
HR: name + projects · Lead: + files/LOC · persistence Core≥4
Markdown Core
LANGUAGE · 49/50 repos · 423 files · 48328 LOC
Depth 70 · HIGH
Python Core
LANGUAGE · 16/50 repos · 416 files · 29161 LOC
Depth 70 · HIGH
NumPy Core
LIBRARY · 8/50 repos · 74 files · 6486 LOC
Depth 66 · HIGH
YAML Core
LANGUAGE · 12/50 repos · 68 files · 1754 LOC
Depth 70 · HIGH
RabbitMQ Core
MESSAGE_BROKER · 14/50 repos · 33 files · 49645 LOC
Depth 76 · HIGH
pytest Emerging
TESTING · 1/50 repos · 31 files · 2157 LOC
Depth 78 · HIGH
pandas Core
LIBRARY · 7/50 repos · 21 files · 2203 LOC
Depth 58 · HIGH
JavaScript Recurring
LANGUAGE · 3/50 repos · 13 files · 3388 LOC
Depth 70 · HIGH
Pydantic Core
LIBRARY · 4/50 repos · 12 files · 1090 LOC
Depth 62 · HIGH
Redis Recurring
CACHE · 3/50 repos · 12 files · 12335 LOC
Depth 100 · HIGH
Requests Core
LIBRARY · 6/50 repos · 9 files · 957 LOC
Depth 66 · HIGH
JSON Core
LANGUAGE · 6/50 repos · 8 files · 17502 LOC
Depth 70 · HIGH
TypeScript Core
LANGUAGE · 6/50 repos · 8 files · 1916 LOC
Depth 58 · HIGH
pip Core
BUILD_TOOL · 5/50 repos · 5 files · 50 LOC
Depth 80 · HIGH
React Recurring
FRAMEWORK · 3/50 repos · 5 files · 2487 LOC
Depth 62 · HIGH
TOML Core
LANGUAGE · 4/50 repos · 5 files · 166 LOC
Depth 70 · HIGH
Elasticsearch Recurring
DATABASE · 2/50 repos · 4 files · 444 LOC
Depth 69 · HIGH
Apache Kafka Recurring
MESSAGE_BROKER · 2/50 repos · 4 files · 906 LOC
Depth 61 · HIGH
SQLAlchemy Emerging
LIBRARY · 1/50 repos · 3 files · 250 LOC
Depth 66 · HIGH
Poetry Recurring
BUILD_TOOL · 3/50 repos · 3 files · 30 LOC
Depth 80 · HIGH
uv Recurring
BUILD_TOOL · 3/50 repos · 3 files · 30 LOC
Depth 80 · HIGH
npm Recurring
BUILD_TOOL · 3/50 repos · 3 files · 30 LOC
Depth 80 · HIGH
MongoDB Recurring
DATABASE · 2/50 repos · 3 files · 4966 LOC
Depth 61 · HIGH
Flask Recurring
FRAMEWORK · 2/50 repos · 2 files · 64 LOC
Depth 45 · HIGH
Vite Recurring
BUILD_TOOL · 2/50 repos · 2 files · 22 LOC
Depth 42 · HIGH
XML Emerging
LANGUAGE · 1/50 repos · 2 files · 33304 LOC
Depth 70 · HIGH
Shell Emerging
LANGUAGE · 1/50 repos · 1 files · 24 LOC
Depth 70 · HIGH
ESLint Emerging
QUALITY · 1/50 repos · 1 files · 17381 LOC
Depth 65 · HIGH
Scala Emerging
LANGUAGE · 1/50 repos · 1 files · 848 LOC
Depth 70 · HIGH
Pipenv Emerging
BUILD_TOOL · 1/50 repos · 1 files · 10 LOC
Depth 80 · HIGH
Dockerfile Emerging
LANGUAGE · 1/50 repos · 1 files · 11 LOC
Depth 70 · HIGH
Ruff Emerging
QUALITY · 1/50 repos · 0 files · 0 LOC
mypy Emerging
QUALITY · 1/50 repos · 0 files · 0 LOC
python-dotenv Core
LIBRARY · 4/50 repos · 0 files · 0 LOC
HTTPX Emerging
LIBRARY · 1/50 repos · 0 files · 0 LOC
ENGINEERING HABITS
containerizationobserved
automated_testsobserved
documentationobserved
lintingobserved
formattingabsent
continuous_integrationobserved
Not observed ≠ does not know
PROJECT PORTFOLIO
ACTIVITY & OWNERSHIP
Active months 86
Commits 1542
Owner authored 87%
PRIMARY PROFILE — HR VIEW
BackendMarkdown · Python · NumPyHigh ownership
In 30 sec: direction — backend, core — Markdown · Python · NumPy, 50 repos 2017 — 2026. No LOC or files — stability only.
DEVELOPER SIGNATURE
MarkdownPythonNumPyYAMLRabbitMQHigh ownership
TECHNOLOGY EVOLUTION
2023
JavaScript · React
2024
TypeScript · Next.js
2025
TypeScript · PostgreSQL
2026
TS + Next
COMMUNITY / IMPACT not a skill rating
Stars 94075
Forks 19289
Watchers 1457
EVERYTHING ABOVE IS TRACEABLE
50 repositories · 1542 commits · 4056 files · 186 evidence
Absence of a technology in the passport does not imply lack of experience