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Hello there 👋

I am a Business Analyst at Amazon conducting research/analyses and building models to drive ASIN Conversion through Causal AI, Machine Learning, and Statistical Modeling. Currently pursuing my Masters in DataScience from UT Austin [Expected 2024].

In my prior professional role, I served as a Data Scientist developing new credit underwriting by constructing predictive models utilizing XGBoost to predict the likelihood of loan delinquency for customers in specific loan portfolios. Earned my bachelor's degree in EE from the Indian Institute of Information Technology, Chennai.

emmanuelrajapandian



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Outside of Work:

  • 🔭 I’m diving deep into the latest research papers on LLMs, Causal Inference(s), Prompt-Engineering to stay up-to date in these ever evolving fields. I try to comprehend the thoughts and processes underlying the content of these papers.
  • 🌱 I apply any newly encountered tech stacks from my readings to various datasets, gearing up for future roles that leverage these technologies.
  • 🤔 I’m planning to dive deep into Causal ML and Advanced Prompt Engineering in LLMs. My intention is to apply these concepts in projects, as I believe that hands-on experience and application are more effective in enhancing understanding compared to mere reading. Recently, I've created a notebook of an conversational agent using Langchains, RAG, and LLM. I am currently learning different prompting technqiues in LLMs.
  • 😄 I occasionally engage in Speedcubing, finding it to be a mental stimulant that enhances my thinking abilities and an excellent means of relaxation. Good in solving the Pyraminx!
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Feel free to reach out via email or on LinkedIn!

Popular repositories

  1. AI-Chatbot-with-LangChain-and-Falcon-7B-LLM AI-Chatbot-with-LangChain-and-Falcon-7B-LLM Public

    AI chatbot, using LangChain and the 8-bit quantised Falcon-7B LLM. Crafted a conversational agent with Retrieval Augmented Generation (RAG) pipeline.

    Jupyter Notebook 1

  2. emmanuelrajapandian emmanuelrajapandian Public

    Profile Stats

  3. Elasticsearch-integrated-BERT-Model Elasticsearch-integrated-BERT-Model Public

    (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 whi…

    Jupyter Notebook

  4. Advanced-Prompt-Engineering-LLMs Advanced-Prompt-Engineering-LLMs Public

    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 t…

    Jupyter Notebook

  5. Interesting-ML-Research-Papers Interesting-ML-Research-Papers Public

    This is a repository where I will be summarizing interesting ML Research papers I come across.

  6. emmanuelrajapandian.github.io emmanuelrajapandian.github.io Public

    Portfolio/Personal website built using academic GitHub template.

    JavaScript