Skip to content
View siranguru's full-sized avatar
1 follower · 3 following

Block or report siranguru

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
siranguru/README.md

Siranjeevi Gurumani

About Me

Hello, I'm Siranjeevi Gurumani, a dedicated computational biologist with a specialization in integrating biological insights and computational methodologies to enhance drug discovery and development. My core expertise includes mathematical modeling, systems biology, and pharmacokinetics/pharmacodynamics (PK/PD) modeling. I thrive at the intersection of mathematics, biology, and computer science, creating innovative solutions to advance biomedical research.

Experience

MetFlux Research

Decision Scientist

  • Whole-body energy balance model (KD Hall Model)
  • Glucose-Insulin Simbiology model
  • Liver Metabolism model
  • N-Compartmental PK model

Indian Institute of Technology, Delhi

Master of Science by research - MS(r), Biology/Biological Sciences

  • Mathematical modeling of TNFα induced TNFR1 mediated IKK and NF-κB response: TRIN model.
  • Symbolic modelling of Dimensionality reduced TNF induced NF-κB pathway.
  • Yeast (Saccharomyces cerevisiae) Process control model: Sonnleitner model.

Skills

  • Programming Languages: Matlab, Python, Julia, R programming
  • Communicating Languages: English, Tamil, Telugu, Hindi

Links

Pinned Loading

  1. kaggle_feature_engineering kaggle_feature_engineering Public

    Feature Engineering - Mutual Information, K-means, PCA, Target Encoding -- Better features make better models. Discover how to get the most out of your data.

    Jupyter Notebook

  2. Learning_NNFS Learning_NNFS Public

    Learning Neural network from scratch (The codes are derived when learning from Vizuara AI Labs)

    Jupyter Notebook

  3. Matlab_parameter_optimization_SIR_model Matlab_parameter_optimization_SIR_model Public

    The MATLAB live script file ".mlx" contains the file for executing different optimizer functions available to estimate the parameters of the SIR model (epidemiology model)

    MATLAB

  4. Kaggle_Computer_Vision Kaggle_Computer_Vision Public

    Building convolutional neural networks with TensorFlow and Keras.

    Jupyter Notebook

  5. 5-day-Gen-AI-intensive-kaggle-google-course 5-day-Gen-AI-intensive-kaggle-google-course Public

    the Kaggle 5-day Generative AI course --- Nov 11th to Nov15th

    Jupyter Notebook

  6. Learning_Julia-Intro-to-Julia-exercise-answers Learning_Julia-Intro-to-Julia-exercise-answers Public

    From https://juliaacademy.com/courses/ -- Introduction to Julia (For programmers) exercise sheets -- Exercise questions from https://github.com/JuliaAcademy/Introduction-to-Julia

    Jupyter Notebook