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AdvaithVellanki/README.md

Welcome to my profile!

About me:

  • Machine Learning Research Engineer at DeepFlow AI Inc
  • 🎓 Graduate in MSc Artificial Intelligence with Distinction
  • 🔨 Skilled in Generative AI, Computer Vision and NLP
  • 🔭 I’m currently working on quantizing local LLMs and reducing latency
  • 📚 Tech stack: Python, Java, C, C++, PyTorch, TensorFlow, LLMs, LangChain, LangGraph, ResNets, CNNs, ViTs, Diffusion models, Transformers, RNNs, AWS, GCP, Docker
  • 📫 How to reach me: advaith.vellanki@gmail.com

Top Langs

Explore and enjoy my projects!

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  1. Leads-Qualifier-Agent Leads-Qualifier-Agent Public

    This project contains the code and documentation for an autonomous AI agent that classifies, enriches, and scores inbound business leads. It is built with a FastAPI backend, a LangGraph agent workf…

    Python 3 1

  2. Aircraft-Classification Aircraft-Classification Public

    A Python project for classifying military aircraft using two distinct deep learning approaches: object detection with YOLOv8 and image classification with a ResNeSt50 CNN. This repository implement…

    Python

  3. NER-Tag-Classification NER-Tag-Classification Public

    A NER-Tag Recognition and Classification system which implements and compares three different architectures: a BiLSTM, an FFNN, and a fine-tuned RoBERTa transformer.

    Jupyter Notebook

  4. LLM-Dataframe-Chatbot LLM-Dataframe-Chatbot Public

    A project to build a dataframe chatbot using Streamlit, LangChain, and an LLM from Ollama.

    Python 1

  5. Knife-Classification Knife-Classification Public

    An object classification project involving the fine-tuning of pre-trained neural networks for the task of classifying knives. Includes support to experiment with different pre-trained neural networks.

    Python 1

  6. Face-Swapper Face-Swapper Public

    This project automates the creation of a face-swapped dataset, selected across similar, dissimilar, random, and processed categories to build a diverse dataset for training powerful face-swap detec…

    Python