V.A.S.Abhinav Student, Football fanatic , ML enthusiast

About Me Experience Projects CV

About me

I am currently a senior undergraduate student at BITS Pilani, K.K.Birla Goa Campus pursuing a dual degree in Msc Biology and B.E in Computer Science expected to graduate in 2023. Currently my interest lies in doing projects in ML domain. In future i hope to move to work in research related to Data analytics and ML in applied sciences,particularly being interested in applications in neuroscience.

I have also worked under some students organizations in my time during college : worked as organizing committee member of Spree, was part of astronomy club SEDS Celestia which regularly engages in sky observations; also was part of social activities with Abhigyaan

Interests

-Python

-Machine Learning

-Deep Learning

-Cognitive Neuroscience

Education

Msc Biological Sciences &

B.E Computer Sciences ,2023

Experience

  • Jan 2023 - July 2023

    Visiting Student

    Worked at CSL(Cognitive Systems Lab) at the University of Bremen as part of my Undegraduate Thesis. The working title of his thesis to be conducted at the CSL has been defined as: “Sensor-based Bio-signal Processing and Modeling for Human Behavior and Expression Recognition”.

  • July 2022 - Dec 2022

    Intern

    Worked at Nutanix on a cloud computing based project. Work involved working with an app monitoring tool called New Relic. It was used to track daily deployments and cost of cloud clusters.

  • May 2020 - July 2020

    Summer Intern

    Worked at Kizora Ltd on a ML project, used for predicting medications based on symptoms. Work involved using flask API for backend

  • Aug 2018 - May 2023

    Started College

    At BITS Pilani, Goa

Personal Projects

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Trash Classifier

  • Python,Machine Learning,Tensorflow,Deep Learning

Classify trash images using Convoulutional neural nets .

Check it out
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Music Generator

  • Python

Generate musical patterns using genetic algorithms .

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Emotion Recognition

  • Python,Machine Learning,Signal Processing

Classify emotions based on analysis of EEG signals.

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Course Projects

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Role of Skip Connections in MLP

  • Python,Machine Learning,Pytorch,Deep Learning

Try to analyse role of skip connections in MLPs in MNIST & CIFAR dataset

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Synthesize music using GANs

  • Python,Machine Learning,Pytorch,Deep Learning

Using CGANS to generate specific genres of music.

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Computational analysis of Genome

  • Python

Report on Computational analysis of cis-regulatory elements in promoter Sequence of Arabidopsis Thaliana

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Literature review

Reviewed the exisiting literature for early detection of breast cancers from a computational perspective.

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