Exploring Knowledge: Unveiling My Research and Publications.
The aim of this project is to create a predictive model to predict the rating of various songs by utilizing the songs characteristics/features
(like artist or genere or combination of these features). Two distinct datasets were used, one is analysisData.csv to train the model and scoringData.csv
to predict the ranking for the song. The essence of this project is to utilize the data exploration techniques, feature engineering methods,
using predictive algorithm to predict the rating and fianlly tune the model by tuning
hyper-parameters to improve accuracy.
Developed this project to analyse the NYC motor vechical rate to understand the trends in the accidents rates. We have used tablue to map the collosions across NYC and clustured the data points together based on accident rates. We have analyzed weekdays vs weekends, at hour of the day and type of accident which is prone at that moment. This will help the organization to deploy the resources where it is most needed. Created visualizations and developed project in a way that is representable to CTO, CMO and CEO's to help them to take actions to mitigate the accidents.
Developed a Research plan to analyze the advertisement strategy: 2D vs 3D. This research study aims to answer these 2 main questions:"Relative to 2D advertisements, would displaying 3D advertisements increase the proportion of potential customers who click on “VIEW MORE” button under the advertisements?" and "Relative to 2D advertisements, would displaying 3D advertisements increase the proportion of potential customers who click on “ADD TO CART” button to add the advertised product to their shopping carts?"
Project emphasised on analysing possible approaches when a company (SaaS) has some of possible option such as "Building in-house Technology" or "Collaborate with Startup" or "Do nothing" to advanance the companys product in the market. Based on financial analytics that was applied on ROI, Net Present Value, Internal Rate Of Return subjected with Up-front cost, Annual Revenue groth etc.. factors, I have Provided recommendation that CEO of company need to take based on these values.
conducted an in-depth analysis on grocery delivery company customer data to address key questions from the CFO regarding customer segments and customer acquisition.
Utilized a dataset to provide insights and strategic recommendations.
Embracing My Journey: Celebrating Personal Achievements and Milestones
Srivastav has worked in my organization for more than 3 years and I can confidently say that he is a top-notch engineer with a strong work ethic and a dedication to excellence.
As a leader in our firmware validation team, Srivastav consistently took the initiative to improve processes and ensure that our products were of the highest quality. His thorough and detail-oriented approach to work resulted in numerous successful projects and a strong track record of delivering results. In addition to his technical skills, Srivastav is a team player with excellent communication skills. He is able to work effectively with the stakeholders and is always willing to go above and beyond to help the team achieve its goals.
Srivastav will be an asset to any organization.
I worked with Srivastav for a few months. He was working as a validation lead for our next-generation OpenBMC-based platform. During this short interaction, I found that he is technically a very sound engineer having in-depth knowledge of OpenBMC-based products and server architecture. I wish him every success in his next endeavor. I am sure he will excel in whatever he does.
Srivastav was a great mentor and an inspiration to take up challenges and learn something new everyday. He also makes the activity of thinking of concepts and putting that into an innovative solution very simple.
I have worked with Srivastav for around 2 years now and Srivastav, undoubtedly has been the key player of our team. It was a great honor to learn from him. He has been my go-to person, is one of the best in his field and always willing to share best practices.
His fearlessness to difficult questions and transparency in sharing his knowledge, role-models technical leadership attributes for other team members to follow. He proactively strives hard and smart to bring quality to the product we deliver and the tasks we take up. He pays attention to details and ensures highest standards of quality on our products and enable team to have quality and security focus. He also participates and encourages team members to contribute in discussions / code reviews, and innovation forums.
Srivastav stands out in his passion to support our Team at Intel. Srivastav will definitely be an asset for any organization he works for.
Srivastav has been a great peer to work with at Intel. He really is a jack of all trades and knows the ins and outs of OpenBMC. He is not only extremely knowledgeable, but also very detail oriented and passionate person. I would highly recommend his technical and analytical capabilities.
"Good Technical Knowledge"
