Hi! I'm Aatish. Welcome to my Portfolio.
Data Scientist with experience in delivering $15M+ in business value across ecommerce, retail and finance. Built data science solutions impacting 2M+ users leveraging predictive analytics, ML modelling, A/B testing, causal inference, advanced analytics and dashboarding to deliver tailored solutions and achieving 25% performance improvements through innovative problem-solving
About Me
I'm a Data Scientist with a Master's in Machine Learning and Bachelor's in Computer Science. I am currently working at Capital One as a Data Scientist and have previously worked at Evalueserve and Impact Analytics in Data Science domains. Welcome to my Portfolio.
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Checkout my various projects, posts and publications below.
Kaggle Kernel Recommender System
Malware Prediction
Wireless Sensor Networks
Decentralized Cloud Computing Architecture
Churn Prediction
Blog
You can find my blogs on various technical Machine Learning topics on Medium. Also follow me on Instagram @the_noob_data_scientist
Confusion Matrix
Hierarchical Clustering
DBSCAN Clustering
Decision Trees
K Means Clustering
Clustering Metrics
Recommendations
Certifications and Courses
Checkout my various certifications and courses below.
Text Classification
Multi-Headed Classification models to identify various levels of abusive. Created a chat applicatioon that is capable of detecting diferent types of abuses like threat, obscenity, insults, and indentity hate using models like LSTM, NB_SVM and Binary Relevance with Chain Classifiers.
Kaggle Kernel Recommender System
The system is primarily aimed at suggesting new kernel for kaggle users that are related to the current kernel by one or more factors. The kernel being built primarily uses tags for the current kernel and finding the correlation to other kernels with similar tags.
Malware Prediction
The project aims at developing a model which accurately predicts the probability that an operating system will be hit by a malware. Its primary goal is to malware detection among many operating systems and building a model which can accurately do the task at hand.
Wireless Sensor Networks
In this paper, an analysis of the drawbacks of previous protocol, followed by the design and the implementation of the proposed solution is provided. Further, graphs along with formulae help a better understanding and focuses on the existing HRCCTP model.
Decentralized Cloud Computing Architecture
A decentralised storage cloud is a model of a cooperative networked online storage where data is stored on multiple computer(nodes), hosted by the participants cooperating in the cloud.