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Samsung Research Instituet Bangalore
Data Scientist
June 19, 2026 – Present
trouver-backend
September 2, 2021 – September 6, 2021
This Repository deals with bussiness logic of Trouver Application.
View ProjectNatural-Language-Processing-with-Classification-and-Vector-Spaces
July 9, 2020 – July 12, 2020
Assignments Of Coursera course Natural Language Processing with Classification and Vector Spaces by Andrew Ng
View ProjectOpinion-Mining-Attention-Mechanism
June 24, 2020 – December 1, 2020
Opinion-Mining-Attention-Mechanism — GitHub repository
View ProjectEntry-Management-Software
November 28, 2019 – December 13, 2019
Entry-Management-Software — GitHub repository
View ProjectImdb_Sentiment_Analysis
October 1, 2019 – October 1, 2019
# Text classification ## Sentiment analysis It is a natural language processing problem where text is understood and the underlying intent is predicted. Here, you need to predict the sentiment of movie reviews as either positive or negative in Python using the Keras deep learning library. ## Data description The dataset is the Large Movie Review Dataset often referred to as the IMDB dataset. The [Large Movie Review Dataset](http://ai.stanford.edu/~amaas/data/sentiment/) (often referred to as the IMDB dataset) contains 25,000 highly polar movie reviews (good or bad) for training and the same amount again for testing. The problem is to determine whether a given moving review has a positive or negative sentiment. Reviews have been preprocessed, and each review is encoded as a sequence of word indexes (integers).
View ProjectNLPChatbot
September 10, 2019 – October 18, 2019
This is an NLP implemented chatbot for ismriti company . Answering basic queries for the firm .
View Projectsocialnet
September 10, 2019 – October 18, 2019
It is a Django Framework implemented social networking web application with all basic features (chatting , post , like , comment , friend request, login signup , homepage, etc )
View Projectaudio-intent-clasification
September 10, 2019 – October 18, 2019
In this repository we have created a machine learning model which classify the different audio files into different categories.
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong inclination towards data science and machine learning, which aligns with a Data Scientist role. However, the projects are predominantly personal and lack details on collaborative efforts or real-world impact, making it difficult to fully assess cultural fit. The presence of Java-based projects (Trouver, Inventory_Management) suggests a broader technical interest beyond pure data science, which could be a strength in cross-functional teams but also indicates a less focused specialization.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.