Site Reliability Engineer @ Red Hat | LFX Fall'24 mentee @cncf @jaegertracing | AWS Solutions Architect Associate | CKAD | KCNA
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Assessing your cultural and operational fit
RedHatOfficial
Data Scientist
June 16, 2026 – Present
QuestionPair
June 7, 2021 – August 8, 2021
A semantic similarity of question pairs using Glove + LSTMs.
View ProjectStackOverflow-Tag-Prediction
March 4, 2021 – August 9, 2021
A machine learning model that predicts tags for a given question and body.
View ProjectEmotions-Detection-NLP
February 19, 2021 – March 14, 2021
Emotions dataset for NLP classification tasks.
View ProjectMalwareDetection
February 9, 2021 – April 12, 2023
A Machine Learning approach to detect Malwares in the system.
View ProjectPassword-Strength-Classifier
December 9, 2020 – August 13, 2021
A Machine Learning model that predicts whether the password is weak, medium or strong.
View Projectheart-disease-prediction
September 30, 2020 – October 21, 2020
A Machine Learning model to predict Heart Disease Prediction.
View ProjectCPP-STL
August 10, 2020 – October 30, 2021
A repository to understand C++ STL and use it in coding interviews and coding contests.
View ProjectEmail-Spam-Classifier
July 24, 2020 – January 28, 2022
Spam classifier using Bag of Words (BOW) model and Support Vector Machine (SVM) applied with GridSearchCV.
View ProjectIMDB-sentiment-analysis
June 25, 2020 – October 27, 2020
Sentiment analysis of IMDB dataset.
View ProjectSuswastha
April 13, 2020 – July 11, 2023
COVID-19 Hotspot & Service Mapper that serves not only the civilians with assistance regarding to Corona but also to the police and other responsible authorities with Live Map Tracking and providing an unfettered chat bot.
View ProjectCultural Fit Analysis
The candidate's projects show a strong inclination towards data science and machine learning, which aligns with a Data Scientist role. The diversity of ML applications (NLP, classification, security) indicates a broad interest within the field. However, the projects are all personal and lack details on collaboration or team dynamics, making it difficult to assess cultural fit comprehensively. The listed experience at 'RedHatOfficial' as a Data Scientist is current but lacks details, making it hard to evaluate its relevance and depth.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions are brief, and no psychometric or English test results are available.