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Staff Software Engineer @ LinkedIn
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Big Data and Data Science professional with an overall industrial experience of 11+ years. Holds a Masters in Computer Science from IIT Madras with a specialization in Machine Learning.
Indian Institute of Technology, Madras
Master of Technology (M.Tech.), Computer Science and Engineering
January 1, 2013 – January 1, 2015
Sri Sivasubramaniya Nadar College Of Engineering
Bachelor of Engineering (BE), Computer Science and Engineering
January 1, 2007 – January 1, 2011
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October 1, 2024 – Present
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Alignment of Web Taxonomies using Hierarchical Classification
January 1, 2014 – March 1, 2015
Most websites organize their webpages, into a well defined hierarchy, known as web taxonomy. When a third party accesses data from multiple websites, it will be convenient for them, if the data follows the same hierarchy. However, it is not possible to impose the same, on each of these websites. Hence, if we can obtain an alignment from a given taxonomy to a standard taxonomy, then it becomes convenient to access data from multiple sources with ease. For a given domain, our objective is to find matching nodes or entities between different taxonomies, align them and generate a common unified taxonomy applicable to all websites in that domain. For achieving this, hierarchical classifiers have been trained on different web taxonomies. Based on the predictions made on other taxonomies from the same domain, it is possible to identify matching nodes, if any, for a pair of taxonomies.
Cultural Fit Analysis
The candidate has worked at several large, well-known technology companies, indicating adaptability to corporate environments. The project on 'Alignment of Web Taxonomies' shows an interest in data organization and classification, which could align with analytical roles. However, the target role is 'Data Analyst' while the candidate's recent experience is heavily skewed towards 'Data Engineer' and 'Software Engineer' with a focus on building pipelines and systems rather than pure analytical insights or business intelligence. This might indicate a potential mismatch in day-to-day responsibilities and expectations for a dedicated Data Analyst role, which typically involves more reporting, dashboarding, and direct business stakeholder interaction. The breadth of skills is strong for data engineering but may need to be re-evaluated for specific analytical tools and methodologies.
Soft Skills & Operational Fit
The candidate's resume indicates experience in designing backend systems and building unified frameworks, suggesting strong problem-solving and architectural thinking. The description of the Falcon Bot project implies an understanding of data quality and monitoring, which are critical operational aspects. However, without specific soft skill assessments or interview data, a detailed analysis of communication, teamwork, or leadership is not possible.