Data Scientist

Capgemini

2 - 5 years

Gurugram

Posted: 11/29/2024

Job Description

Reciprocal Rank (MRR), Success Rate, Synonyms suggested and Spell Correct suggestedServing Domain of Search Engine - Ensured the seamless execution of the inbuilt search engine's queriesEvaluation model for search engine server performance - Developed a server performance model that tracks latency,uptime, load distribution, feedback, number of timed out queries, and failure reasons, with log reportingIndexing and snippeting - Indexed and snippetted data for the search engine using Map Reduce JobTopic Modelling for Global Investment Research (GIR) ArticlesAssigned topics to GIR articles using Latent Dirchilet allocation (LDA) Topic Modelling for theme predictionAdded topic indexing to search engine for topic based searchability, enhanced searchability through latent topicsEvaluated the topic model using Topic Coherence, Doc2Vec, K-means Clustering, Jaccard and Cosine similarityRecommended relevant articles using Doc2Vec clustering and Gensim's topic distributions.

About Company

Capgemini is a global leader in consulting, technology services, and digital transformation. Headquartered in Paris, France, Capgemini provides a wide range of services, including IT consulting, managed services, business process outsourcing, and digital transformation solutions. With over 360,000 employees across more than 50 countries, the company focuses on helping organizations innovate and transform their businesses to remain competitive in a rapidly changing digital landscape. Capgemini is known for its expertise in cloud computing, AI, cybersecurity, and other emerging technologies, working closely with clients to develop sustainable and cutting-edge solutions.

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