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CSE @ IIT Bombay - Exploring the field of Natural Language Processing and deep learning.
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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
IIT Bombay
Data Scientist
June 20, 2026 – Present
awsa-app
June 15, 2020 – June 19, 2020
A web service for the Aspect-Weigted Sentiment Analysis model
View ProjectAW-CDSA
March 26, 2020 – April 1, 2020
Aspect-weighted-Cross-Domain-Sentiment-Analysis: A pytorch implementation of cross domain sentiment analysis, using domain ontologies incorporated in a neural architecture
View ProjectSemantic_Text_Indexing_With_PostgreSQL
October 15, 2019 – May 8, 2019
CS 631 (Implementation techniques for databases) course project
View Projectquestion-relevance
August 18, 2019 – December 8, 2022
Question relevance system in python
View Projectcognate-detection
August 12, 2019 – August 13, 2019
Cognate detection with gaze behaviour
View ProjectHASOC2019
August 3, 2019 – August 7, 2019
Code repository for HASOC 2019 competition consisting of three subtasks: https://hasoc2019.github.io/
View ProjectAspect-weighted-SA-pytorch
July 22, 2019 – June 2, 2020
A pytorch implementation of sentiment analysis of reviews which contain multiple aspect-level sentiments by learning weights of the aspect terms from an ontology
View Projectaspect-weighted-SA-with-ontology-and-DL
March 4, 2019 – April 11, 2019
Research problem of performing sentiment analysis task by finding domain specific aspect weights (importance) in restaurant reviews.
View ProjectCultural Fit Analysis
The candidate's projects are heavily concentrated in Natural Language Processing and Sentiment Analysis, primarily using Python. While this shows deep specialization, it suggests a potentially narrow breadth of experience outside of this specific domain. The target role is 'Data Scientist', which can encompass a wider range of tasks (e.g., statistical modeling, A/B testing, data engineering, visualization). The current project portfolio, while strong in its niche, might indicate a more research-oriented or specialized profile rather than a broad data scientist role. The lack of diverse project types or technologies beyond Python and NLP could be a limiting factor for roles requiring broader data science skills.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions indicate a strong technical focus, but there is no information regarding collaboration, communication, or problem-solving approaches in a team setting.