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raghavendrahyd/README.md

Raghavendra Kommavarapu

ML Engineer | Data Scientist

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  • I am an experienced Data Science/ML Professional with 7 yrs of impactful experience working in Tech, Media, e-commerce, consulting firms.
  • Have been in Individual contributor as well as lead roles
  • Have full stack DS skills including MLops, deployment. Experienced at engaging with relevant stakeholders to properly identify the problem, Conception of solution, Development of Quick POCs, Extensive development and experimentation, deployment and tracking
  • Have worked on problem statements pertaining to Search, NLP, Personalization, Payments, Customer, Marketing intelligence
  • Lately, been working with LLMs and state of the art models like GPT (Open AI GPT, Llama, Mistral), BERT, GANs, CLIP, Whisper etc
  • Presently finishing my masters in Data science at University of San Francisco (ranked among Top Data programs in USA). Bachelors from BITS PILANI, India (a top school in India)

Here are few of my explorations/projects:

Frameworks, Languages and Tools

Python

Pytorch

Tensorflow

Numpy

R

SQL

MongoDB

Postgres

AWS

Azure

GCP

Docker

Heroku

VsCode

Jupyter

FastAPI

Flask

Kubernetes

Terraform

Pinned

  1. NLP NLP Public

    A repo to explore various NLP methodologies including RNNs, LSTMs, Transformers, GPT etc. Also includes trails on LLMs like GPT3.5, Flan, GPTJ etc

    Jupyter Notebook

  2. computer_vision_dl computer_vision_dl Public

    A repo to explore various deep learning CV methodologies including CNNs, GANs, Diffusion, VAE, etc

    Jupyter Notebook

  3. recipe_data_intelligence recipe_data_intelligence Public

    Experimenting with recipe data. Building intelligence like calorie prediction, recipe recommendations, etc. Project for an academic course at USF.

    Jupyter Notebook 1

  4. DS_n_Stats DS_n_Stats Public

    Contains data science and statistics codes including various ML algorithms developed from scratch in numpy.

    Jupyter Notebook

  5. language_detection_app language_detection_app Public

    A simple webapp to detect language of text entered.

    Jupyter Notebook

  6. classification_azure classification_azure Public

    Deploying a classification (credit default or not) model on Azure ML

    Jupyter Notebook