概要
Hey all, thanks for checking my profile.
I’m an ML engineer with 4 years of…
貢献
アクティビティ
-
Hyper parameters of classical ML algorithms
Hyper parameters of classical ML algorithms
Saurabh Kumarさんがシェアしました
-
Women struggle to be heard in tech. We are often the only female in the lab, the only on the team, the only 15% in tech founders. This is the reality…
Women struggle to be heard in tech. We are often the only female in the lab, the only on the team, the only 15% in tech founders. This is the reality…
Saurabh Kumarさんが「いいね!」しました
職務経験
学歴
資格
ボランティア経験
-
Volunteer
National Service Scheme, IITD
– 2ヶ月
Education
Teaching Volunteer at NAB, Music Masti Project for NAB students.
講習コース
-
Control Systems
-
-
Data Structures and Algorithms
-
-
Deep Learning
-
-
Digital Logic Design
-
-
Information Theory
-
-
Introduction to Machine Learning
-
-
Linear Algebra
-
-
Optimization Theory
-
-
Probability and Stochastic Processes
-
-
Quantum Computing
-
-
Statistical Inference Theory
-
プロジェクト
-
Audio Creation using Generative Adversarial Networks
–
Generative models are very useful in creating data with the help of suitable latent variables in Latent space. We have seen numerous examples of GANs which generate data from handwritten integer numbers(MNIST) to human face generators. We can train a GAN to learn to play an instrument too. The focus of this project is somewhat same.
Problem statement: Given an audio file containing a song or melody with x number of instruments how to add another instrument in that audio such that it matches…Generative models are very useful in creating data with the help of suitable latent variables in Latent space. We have seen numerous examples of GANs which generate data from handwritten integer numbers(MNIST) to human face generators. We can train a GAN to learn to play an instrument too. The focus of this project is somewhat same.
Problem statement: Given an audio file containing a song or melody with x number of instruments how to add another instrument in that audio such that it matches the notes and pitch of the song, just like a professional is playing it.
Currently, we are focusing on generating audio spectrograms, which are key to generate an Audio GANs. -
Smart Fence for Intrusion Detection
–
Designed a sensor based Prototype which can detect many kinds of intrusions at Country Border and Raise alarms
◦ Analyzed different types of intrusions that happen at the border and selected suitable sensors for combating those.
◦ Tested those sensors for detecting various types of infiltrations like fence climbing, cutting or tampering.
◦ Created and tested a sensor-based system which can detect all possible types of intrusions and can raise an alarm. -
Secure localization of high mobility vehicles with Standard Cryptographic Mechanism
–
Designing a Secure Communication Module for real-time localization of high-speed vehicles like trains.
◦ Analyzed various Encryption Algorithms to conclude optimal one based on energy and time specifications.
◦ Studied and implemented a two-way encrypted module for secure communication between train and passive RFID.
◦ Verifying security aspects so this module can be used for the localization of trains in various Railway Systems.
-
Data Deduplication on Cloud Storage
–
Analyzed deduplication Algorithms to understand which is efficient and fast for storing duplicate data on cloud.
◦ Implemented chunking algorithms, Rabin-Karp rolling hash, MD5 and bipartite graphs to study deduplication of data.
◦ Designed and analyzed Fixed length chunking, variable length chunking and probabilistic extreme binning algorithms.
受賞歴
-
AAAI 2020 Scholar
AAAI 2020 organizing committee
I was awarded $400 dollars by AAAI2020 chair to attend AAAI2020 as a volunteer
-
IITD Semester Merit Award
IIT Delhi
Awarded for being in Top 7 % of undergraduate students in semester 2.
-
MHRD’s Award for excellence in class 12
MHRD | CBSE
Given to top 200 students of Delhi’s GOVT schools for good performance in class 12. As part of this award scholarship, I received an amount of INR1,00,000.
-
INDIRA AWARD
CBSE
Given to only top 230 Students from all over Delhi for excellent performance in C.B.S.E.
-
N.M.M.S. Rank 2
MHRD | CBSE
Out of all the students in class 8 from Delhi schools in 2011.
Saurabhさんによるその他のアクティビティ
-
What worked for other people might not work for you. Everyone’s journey is unique. And if you’re a software engineer there’s an entire paradigm…
What worked for other people might not work for you. Everyone’s journey is unique. And if you’re a software engineer there’s an entire paradigm…
Saurabh Kumarさんが投稿しました
-
Too many good candidates are rejected because they can't invert a binary tree. Companies obsessed with online coding platforms miss out on a lot of…
Too many good candidates are rejected because they can't invert a binary tree. Companies obsessed with online coding platforms miss out on a lot of…
Saurabh Kumarさんが「いいね!」しました
-
The feeling every programmer lives for. A bug was bothering me for a few weeks. I wasn't able to resolve the issue. Something occurred to me as I…
The feeling every programmer lives for. A bug was bothering me for a few weeks. I wasn't able to resolve the issue. Something occurred to me as I…
Saurabh Kumarさんが投稿しました
-
Today I completed 4 years in corporate. Here’s what I learnt during this time in IT: (Read till last for bonus surprise) 1. You get more reach if…
Today I completed 4 years in corporate. Here’s what I learnt during this time in IT: (Read till last for bonus surprise) 1. You get more reach if…
Saurabh Kumarさんが「いいね!」しました
-
Success often starts from humble beginnings. Jensen Huang started as a dishwasher and waiter. He has spent over 31 years at NVIDIA, proving that…
Success often starts from humble beginnings. Jensen Huang started as a dishwasher and waiter. He has spent over 31 years at NVIDIA, proving that…
Saurabh Kumarさんがシェアしました
-
Zomato's value has surged 5 times from $5 Bn to over $25 Bn in the last 2 years, but we are missing the biggest point! The more relevant and most…
Zomato's value has surged 5 times from $5 Bn to over $25 Bn in the last 2 years, but we are missing the biggest point! The more relevant and most…
Saurabh Kumarさんが「いいね!」しました
-
I really think this might be the best pictorial representation of YOLO (Focus on data pre processing)
I really think this might be the best pictorial representation of YOLO (Focus on data pre processing)
Saurabh Kumarさんがシェアしました
-
Rath rok do Parth , ek important announcement karni hai !! I am happy to announce that, I will be leaving Google soon, to continue my journey…
Rath rok do Parth , ek important announcement karni hai !! I am happy to announce that, I will be leaving Google soon, to continue my journey…
Saurabh Kumarさんが「いいね!」しました
-
Almost same as what happened with cloud infra
Almost same as what happened with cloud infra
Saurabh Kumarさんがシェアしました
-
𝐌𝐚𝐣𝐨𝐫 𝐋𝐢𝐟𝐞 𝐔𝐩𝐝𝐚𝐭𝐞 After spending more than 2.5 years of building SayF, I am moving on. It has been a deeply emotional journey to let…
𝐌𝐚𝐣𝐨𝐫 𝐋𝐢𝐟𝐞 𝐔𝐩𝐝𝐚𝐭𝐞 After spending more than 2.5 years of building SayF, I am moving on. It has been a deeply emotional journey to let…
Saurabh Kumarさんが「いいね!」しました