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Biography

Experience

 
 
 
 
 
Reliance Jio, AI Centre of Excellence
Data Scientist
Reliance Jio, AI Centre of Excellence
Jul 2019 – Jul 2022 Hyderabad, India
  • Co-Occurrence Based Genome Wide Association Study (CO-GWAS) System
  • Rapid Digital Twin for Crude Oil Refineries
  • Complexity Based Sampling from Black Box models
 
 
 
 
 
SciWhy Lab, School of Computational and Integrative Sciences, JNU
Research Intern
SciWhy Lab, School of Computational and Integrative Sciences, JNU
May 2017 – Present New Delhi, India
  • Prediction of DNA and RNA binding proteins from protein sequences
  • Compression tool for gene sequences
 
 
 
 
 
Department of Biological Sciences, BITS-Pilani
Master’s Thesis Student
Department of Biological Sciences, BITS-Pilani
Jan 2019 – Present Pilani, India
  • Prediction of CRISPR regulated self-target genes in Salmonella Typhimurium
  • Mass Spectrometry (MS) data analysis using Persues and MaxQuant.
 
 
 
 
 
Indian Institute of Science
Project Assistant
Indian Institute of Science
Jun 2018 – Dec 2018 Bangalore, India
  • Vehicular Traffic Parameters Estimation
  • Manual data labelling, negotiating with stakeholders for GPU systems, getting cameras fixed on roads, training YOLO models for object detection

Patents

Projects

Prediction of CRISPR-Cas Targets in Salmonella Typhimurium
CRISPR (Clustered Regularly Interspaced Short Palindromic Repeats) is an immunity system that was discovered in E. Coli. The CRISPR system consists of short repeats of palindromic DNA which is interspaced by non identical spacer sequences.
Modelling animal invasive species distribution
In the past few decades, a number of methods have been proposed to model species distributions yet there is no goto approach for applied researchers to model a given species. Given the publicly available datasets of detailed climatic and topological data along with the effort and collaboration of researchers to generate reliable location data of different species, predictive modelling of species distribution has become substantially feasible and reliable.
Reimplementation of Burrows-Wheeler Transformation for genome wide sequence data compression
With the advancement in sequencing technology the cost of sequencing has seen a huge fall in terms of cost. Companies like Illumina offer whole genome sequencing for as less as five thousand US dollars.
Iterative Vessel Segmentation of Fundus Images
This algorithm is based on the work of Nguyen et. Al. The idea behind this approach is that the blood vessel structures can be approximated as piecewise linear, so line detection on multiple scales can be used to separate the blood vessel structure from the background.
Simulation Based comparative study of AI (ANN) based voltage regulation of Buck - Boost converter with PI based Buck-Boost converter
This paper proposes a neural network control scheme of a DC-DC buck-boost converter using model reference control. In this technique, a dynamic back propagation algorithm is used. The controller is designed to stabilize the output voltage of the DC-DC converter and to improve performance of the Buck-Boost converter during transient operations.

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