Senior Software Engineer | AI Solutions, OpenAI Products
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Vonnue Innovations Pvt. Ltd.
Data Scientist
June 21, 2026 – Present
aws-mfa-profile
August 5, 2021 – August 6, 2021
Creates adds a temporary MFA profile with session token to aws configuration
View ProjectSpeechClassifier
December 10, 2019 – December 8, 2022
Text Classification is one of the most common problems in NLP. In the past few years, there have been numerous successful attempts which gave rise to many state-of-the-art language models that is capable of performing the classification task with mind boggling accuracy and precision. Text classification powers many real world applications from simple spam filtering to voice assistants like Alexa. These applications have the capability to classify the user’s input to understand the context of spoken words. In this article, we will build on the basic idea of giving the machine the power to listen to human speech and classify what the person is talking about. In one of our previous tutorials we talked about a library called Simple Transformers that makes it effortless to implement many transformer based state-of-the-art language models. We used the library to classify any number of input texts into one of the following four news sections Politics Technology Entertainment Business We will
View ProjectSimpleTransformers
December 3, 2019 – December 3, 2019
In the past few years, we have seen tremendous improvements in the ability of machines to deal with Natural Language. We saw algorithms breaking the state-of-the-art one after the other on a variety of language-specific tasks, all thanks to transformers. In this article we will discuss and implement transformers in the simplest way possible using a library called Simple Transformers.
View ProjectBERT-For-Multi-Class-Classification
November 28, 2019 – November 28, 2019
BERT-For-Multi-Class-Classification — GitHub repository
View ProjectTime-Series-Forecasting---Predicting-Bitcoin-Prices
August 27, 2019 – August 28, 2019
Time Series Forecasting: Predicting Bitcoin Price The cryptocurrency market has seen its rise and fall in the past few years. With a variety of coins being exchanged for real money, it is important to know the trend in the coin price. In this article, we will build a fairly simple LSTM network to predict or forecast the prices of Bitcoin. Obtaining Bitcoin Data There are plenty of open sources available on the internet to extract historical data of Bitcoin prices. The one that I have used below is from https://coinmarketcap.com/.
View ProjectCultural Fit Analysis
The candidate's projects are primarily focused on Data Science and Machine Learning, aligning well with a Data Scientist role. The diversity of projects (NLP, time series, general data science) suggests a broad interest within the field. However, the 'experienceLevel' is 0, and the listed 'Data Scientist' role at Vonnue Innovations Pvt. Ltd. has a future start date, which makes it difficult to assess actual professional experience and cultural fit within a team setting. The presence of a Go-related project indicates some breadth beyond core data science, which could be a positive for cross-functional collaboration, but also might suggest a less focused specialization.
Soft Skills & Operational Fit
The candidate's project descriptions indicate a focus on practical application of machine learning models. However, without specific assessment data on communication, logical reasoning, or teamwork, it is difficult to assess soft skills and operational fit comprehensively. The project descriptions themselves are somewhat brief, limiting insight into communication clarity.