mani

mani

@neomatrix369

Certified AI Engineer · 4× Kaggle Expert · RAG/LLMs · Python · DS/NLP · Software Craftsperson · Java Champion · Open Source · Speaker · Mentor

Lead Software, Data, ML Engnr (Self-employed) UK
545
Followers
86
Following
189
Public Repos
0
Private Repos

Language Breakdown

Lines of code distribution across 42 owned repositories

15.7M Total LOC
Jupyter Notebook
11,729,159 lines
74.6%
N/A
Python
1,540,890 lines
9.8%
N/A
TypeScript
1,187,988 lines
7.6%
N/A
Java
700,196 lines
4.5%
N/A
Shell
288,554 lines
1.8%
N/A
Other
267,552 lines
1.7%
N/A
I

I-Shaped Developer

I-shaped

Specialist — deep expertise in Jupyter Notebook

Jupyter Notebook
Python
TypeScript
Java
Shell

Collaboration Network

Global Impact visualization

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mani
0 active collaborators

Repos

234

PRs

0

Growth

+18%

Top Collaborators

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Coding Streak

Contribution activity over the past year

1 day
1,293
Contributions
1,056
Commits
182
Pull Requests
Jun Jul Aug Sep Oct Nov Dec Jan Feb Mar Apr May Jun
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Top Repositories

awesome-ai-ml-dl

Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.

1675 375
Jupyter Notebook
awesome-graal

A curated list of awesome resources for Graal, GraalVM, Truffle and related topics

369 28
Shell
nlp_profiler

A simple NLP library allows profiling datasets with one or more text columns. When given a dataset and a column name containing text data, NLP Profiler will return either high-level insights or low-level/granular statistical information about the text in that column.

244 37
Python
refactoring-developer-habits

Refactor developer habits: among many such habits when writing or maintaining code

141 32
chatbot-conversations

Chatbot conversations: a demo application how two (or more) chatbots can talk to each other, the logic used to build Eliza (along with an NLP model) has been used to power the chatbots.

36 12
Java
java-10-and-beyond

Examples and exercises based on some of the features of Java 10 (GA and Early Access builds)

19 7
Java
learning-path-index

A repo with data files, assets and code supporting and powering the Learning Path Index Project

18 17
Jupyter Notebook
LambdaExamples

LambdaExamples - a collection of examples and resources to learning about Lambdas in Java 8

15 11
Java
rag-params-finder

RAG parameter sweep experimentation tool — systematically evaluate vector databases, embedding models, chunking strategies, and retrieval methods using any Vector database. Supports both Voyage AI (hosted) and local sentence-transformers models.

12 4
Python
AIE7-Demo-Day-Project

RagCheck is a proactive corpus quality assessment tool that analyses RAG application document collections before deployment, identifying content gaps and providing specific recommendations to improve query performance. The platform transforms reactive corpus fixes into proactive quality assurance, helping organisations achieve as high as 85% score.

12 0
TypeScript