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followers: 40.0 following: 118.0 repos: 57.0 gists: 12.0

Type: User

Intro

Greetings 👋, I'm Kamalraj!

What I do...

Providing Top class detail oriented consultation for real world problems with Generative AI platforms like OpenAI, HuggingFace, Groq and AWS Sage maker.
Developing AI based solution that target the Business problems, automation challenges and help in reducing cost, increase efficiency.
Write RAG pipelines from scratch in Python, that involve LLM framework like Langchain, vector store like faiss, weaviate, chromadb, and GenAI models API endpoints.
Develop Django Backend with RestAPI endpoints, by integrating with OpenAI, Groq and HuggingFace LLM API endpoints.

Specialities & Skills

Programming Language: Python, C++ (Beginner)
Frameworks & Tools: Pytorch, Transformers, Langchain, Django & Streamlit
Generative AI Technologies: Open Source & Paid LLMs(Llama3, OpenAI, Gemini, AWS Sagemaker)
AI-Techniques: Fine-Tuning and Instruction tuning with Custom Data using Pytorch, Transformers, TRL,
Vector Embedding & storing, Model Loading & deployment
Deployment Platforms: AWS EC2, Hugging Face Spaces, Streamlit
Relational Databases : Postgres & SQLite3
VCS : Git and Github
Operating System: Ubuntu Linux

Innovative and detail oriented Senior Python Consultant eager to implement the in-depth knowledge in Large Language Models, NLP libraries like Pytorch, Transformers, LLM Frameworks like Langchain, DSPy along with Cloud Deployments in AWS & Google.

Rapidfire

What I Do

🔭 I possess the end to end knowledge of the Large Language model ecosystem starting with Pytorch, Transformers and various frameworks like Langchaing, LlamaIndex, DSPy
🔭 I am fluent with multiple data visualisation and insight generation using huge datasets.
🌱 I’m currently mastering C++ and Nvidia Cuda C++
❓ Ask me anything about the LLM, Vector Stores, Embedding Models, AI Application, Django RestAPI development
⚡ Fun fact: I still think Sherlock Holmes is real life person

Languages and Tools

Github Stats

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kamalabot's Projects

.tmux

🇫🇷 Oh my tmux! My self-contained, pretty & versatile tmux configuration made with ❤️

api_play

play with api as if it is a toy

autogen

Enable Next-Gen Large Language Model Applications. Join our Discord: https://discord.gg/pAbnFJrkgZ

cpphardway

Code and resources that are specific to C++ coding and learning

cuda_examples_testing

Repository contains the notebooks and examples that cover Nvidia libraries from Rapids, Merlin, Morpheus and more

d3_in_action_2

Examples for D3.js in Action 2nd Edition (D3v4)

dashboard_designs

Contains the dashboard and designs done with the data that is close to reality

data-engineering-spark

learning DE

data_analysis-visualisation

Project stores the information on strategies and tactics for data visualisations

datagathering_automation

Everyday business executives reach out to the internet looking for data to influence, inform and decide. The notebooks in this repository is the exploration in the data gathering and automation

dataviz-inspiration

A collection of viz I love

django_projects

Contains presentation and code examples of the django framework.

docker-exercises

Docker related exercises to learn from the masters.

ease-with-apache-spark

Series follows learning from Apache Spark (PySpark) with quick tips and workaround for daily problems in hand

emr_instance_practice

This repo contains all the practice notebooks that created inside the aws instances. These notebooks are

expressblog

This is private blog website created by me

fastapi_endpoint_project

Building the complete Fastapi Endpoint project

friendlyscraper

glitch_deploy

The files in here get the dashboard up and running including the machine learning models

hackernews-alert

If the Hacker News post contains the keyword you're interested in, you will be notified by a Slack message. It's a scheduled flow, triggered every 50 minutes per hour.

hacksnlessons

Repo consists of very interesting and useful answers that the quora community upvoted the most. The ideas shared in these answers are invaluable, so keeping it here for future.

hardwaysagemath

Repo contains the notes on SageMath and the video from https://www.youtube.com/playlist?list=PLyqSpQzTE6M-4YsNKnIOJeR0PVUfy8qoQ

howcompetitive

Contains the programs that were taken from the book Learn to Code by Solving Problems.

insight_builder

Trial Fastapi based app that is hosted on heroku to experiment and improve

jenkins_maven

jsdatastructuresalgo

Working on the repo since problem solving using JS has become an important skill. To solve problem, Repo con

json_data_repo

Json is the dataset for the browsers. Whether you want to load the data on a page, or inside a dashboard the

kamalabot

Config files for my GitHub profile.

local-llm-comparison-colab-ui

Compare the performance of different LLM that can be deployed locally on consumer hardware. Run yourself with Colab WebUI.

m3nd3

Repo that hosts my list of projects on Data Visualisation, Java Script, CSS and HTML