Ravi Singh

DevOps Engineer

Mahendragarh, Haryana, India5 yrs 8 mos experience

Highly Stable

Key Highlights

Expert in Machine Learning and Python development.
Proven track record in building recommendation systems.
Strong foundation in Electrical Engineering from IIT Delhi.

Stackforce AI infers this person is a Machine Learning Engineer with a strong background in SaaS development.

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Skills

Core Skills

Machine LearningPython

Other Skills

PyTorchPySparkFlaskElasticSearchSpacyNLTKWord2VecLDA-topic modellingJavaC++DatabasesMicrosoft OfficeMicrosoft PowerPointHTML/CSSAPP development

About

Senior Member Of Technical Staff skilled with different coding languages-Java, Python, and prior experience in Machine Learning, Natural language Processing.

Experience

5 yrs 8 mos

Total Experience

5 yrs 8 mos

Average Tenure

5 yrs 8 mos

Current Experience

Oracle

2 roles

Senior Member of Technical Staff

Apr 2023 – Present · 3 yrs 1 mo

Member Of Technical Staff

Sep 2020 – Apr 2023 · 2 yrs 7 mos

- Autonomous Database Serverless, Cloud Service

Times internet

Machine Learning Intern

Jun 2019 – Jul 2019 · 1 mo · Noida Area, India

Developed recommendation engine (collaborative filtering and content based recommendation) for news articles & videos
Modeled PyTorch Embedding Network and ALS Model using PySpark and Flask, reducing prediction time by 87.5%
Improved accuracy significantly by employing Universal Sentence Encoder model; Used annoy to find nearest neighbours
Methodology & Framework: ElasticSearch for data storing; Spark servers; Spacy, NLTK, Word2Vec, LDA-topic modelling

Machine LearningPythonPyTorchPySparkFlaskElasticSearch+4