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Hello! I am Vamsi Nallapareddy! I am currently working as a Doctoral Assistant at LTS2 under the supervision of Prof. Pierre Vandergheynst at the École polytechnique fédérale de Lausanne.

Apart from my academic work, I like to read books, design, and write.

Vamsi Nallapareddy's Projects

abae icon abae

Attention Based Aspect Extraction.

agglomerative-clustering icon agglomerative-clustering

Agglomerative Clustering done in three different methods. The methods being Single Link, Complete Link and Average Link on the DNASequences.fasta dataset to build a Phylogenetic Tree.

anti-hiv icon anti-hiv

Graph Neural Network model for predicting the ability of a chemical compound to inhibit HIV replication

association_rule_mining icon association_rule_mining

Implementation of the Apriori and FP Growth algorithms on a transaction dataset to get association rules.

cathe icon cathe

Deep Learning tool trained on protein sequence embeddings from protein language models to accurately detect remote homologues for CATH superfamilies

codondt_snakemake icon codondt_snakemake

Ribo-DT is a snakemake pipeline to infer single-codon and codon-pair dwell times as well as gene flux from ribosome profiling data using generalized linear model (GLM) with negative binomial noise model (Gobet et al., PNAS, 2020).

compendium icon compendium

A Text Summarizer to help you cram the night before the exam.

deep-covid icon deep-covid

A deep learning tool for the detection of COVID-19 by analyzing Chest-Xrays

deepcys icon deepcys

A complete Deep Learning solution to predicting the behavior of a given cysteine. The predictions are made using the features from the high resolution protein crystal structures.

deepdrugs icon deepdrugs

Deep Learning model to predict which drugs can be repurposed based on the their transcriptome data.

epads icon epads

Deep Learning based Explicit Personal Assertion Detection System

mnist-noise icon mnist-noise

A Convolutional AutoEncoder to remove noise working on the MNIST Dataset.

nancy-ffe icon nancy-ffe

Follow then Forage implementation done in order to increase exploration in the pensieve framework which is a reinforcement learning based adaptive bitrate algorithm

norman icon norman

Assignment for CS 407: Artificial Intelligence.

panther icon panther

Deep learning based solution for predicting which structurally similar group a protein sequence belongs to.

pconsc4-distance icon pconsc4-distance

Pairwise residue distances prediction tool. Exploits deep learning algorithms to achieve the goal.

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