emmanuelrajapandian
Interested in solving problems that involve the application of NLP, Causal ML,
Amazon
Pinned Repositories
Advanced-Prompt-Engineering-LLMs
Diving into Prompt Engineering for LLMs within this repository. Learning and practicing the latest techniques and methods through practical examples to gain working knowledge in this ever-growing technology..
AI-Chatbot-with-LangChain-and-Falcon-7B-LLM
AI chatbot, using LangChain and the 8-bit quantised Falcon-7B LLM. Crafted a conversational agent with Retrieval Augmented Generation (RAG) pipeline.
Building-a-LLM-from-scratch
Summer plan to dive deep into the subtleties of LLMs and building one from scratch.
Elasticsearch-integrated-BERT-Model
(2020 Work) - A project done as part of internship which will help search through the articles present in the organization's database. The query matching is done with the help of elastic search which evaluates based on the score of cosine similarity.
emmanuelrajapandian
Profile Stats
emmanuelrajapandian.github.io
Portfolio/Personal website built using academic GitHub template.
Interesting-ML-Research-Papers
This is a repository where I will be summarizing interesting ML Research papers I come across.
SuperTuxKart-Racing-Vision-System-and-Ice-Hockey-Agent
Project details for creating an agent capable of scoring goals against AI difficulty in SuperTuxKart IceHockey environment and racing in the SuperTuxKart racing environment
nccl
Optimized primitives for collective multi-GPU communication
emmanuelrajapandian's Repositories
emmanuelrajapandian/Advanced-Prompt-Engineering-LLMs
Diving into Prompt Engineering for LLMs within this repository. Learning and practicing the latest techniques and methods through practical examples to gain working knowledge in this ever-growing technology..
emmanuelrajapandian/AI-Chatbot-with-LangChain-and-Falcon-7B-LLM
AI chatbot, using LangChain and the 8-bit quantised Falcon-7B LLM. Crafted a conversational agent with Retrieval Augmented Generation (RAG) pipeline.
emmanuelrajapandian/Building-a-LLM-from-scratch
Summer plan to dive deep into the subtleties of LLMs and building one from scratch.
emmanuelrajapandian/Elasticsearch-integrated-BERT-Model
(2020 Work) - A project done as part of internship which will help search through the articles present in the organization's database. The query matching is done with the help of elastic search which evaluates based on the score of cosine similarity.
emmanuelrajapandian/emmanuelrajapandian
Profile Stats
emmanuelrajapandian/emmanuelrajapandian.github.io
Portfolio/Personal website built using academic GitHub template.
emmanuelrajapandian/Interesting-ML-Research-Papers
This is a repository where I will be summarizing interesting ML Research papers I come across.
emmanuelrajapandian/SuperTuxKart-Racing-Vision-System-and-Ice-Hockey-Agent
Project details for creating an agent capable of scoring goals against AI difficulty in SuperTuxKart IceHockey environment and racing in the SuperTuxKart racing environment
emmanuelrajapandian/Transformer-Language-Modeling-and-LLMs
Assignment details for developing a transformer architecture, including positional encodings from scratch to understand how these neural networks work behind the scenes.