Shubham Agrawal

DevOps Engineer

Delhi, India2 yrs 6 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Proficient in AI and React/React Native development.
Developed an optimization engine for revenue maximization.
Implemented advanced CNN architectures in C++.

Stackforce AI infers this person is a Data Science and AI specialist with a focus on healthcare and e-commerce solutions.

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Skills

Core Skills

Machine LearningAi DevelopmentData Science

Other Skills

AWS ECRAWS S3C++Data AnalysisData AnalyticsData MiningDockerHTMLKMeans ClusteringLinear RegressionMLOpsMicrosoft OfficeNEROCROpenMP

About

Highly motivated Software Engineer with over 1.5 years of professional experience specializing in AI and React/React Native development. Proven ability to develop AI-driven features and build engaging web and mobile applications. Eager to leverage technical skills and contribute to innovative software solutions.

Experience

Google summer of code

GSoC Contributor

Jun 2022 – Sep 2022 · 3 mos

Ready to Use Models | Mlpack
Implemented CNN architectures such as AlexNet, SqueezeNet, VGG, Xception, and PolyNet in C++ using mlpack
Parallelized mlpack ANN codebase by using OpenMP library which speeded up code execution time by three times
Migrated the weights of all architectures implementations from the PyTorch using modified functions from torchinfo
Benchmarked all architectures against their PyTorch implementation with ImageNet test dataset using Accuracy@5

C++OpenMPPyTorchMachine LearningAI Development

Publicis sapient

Data Science Intern

May 2022 – Jul 2022 · 2 mos · Gurugram, Haryana, India

Developed a robust optimization engine that optimizes the prices of the given products for maximization of revenue
Used historical sales (time-series) data to forecast demand for the product using Prophet, VAR, & Linear Regression
Used statistical method to determine optimal prices using forecasted demand & base prices for the given timeframe
Deployed end-to-end solution (MLOps) by using Docker, Streamlit, and AWS S3 and ECR of the optimization engine

MLOpsDockerStreamlitAWS S3AWS ECRProphet+4

Truminds software systems

Software Developer

May 2021 – Jul 2021 · 2 mos · Gurugram, Haryana, India

Auto Disciplinary Detection System
Implemented automatic disciplinary action detection system for medical professionals using ML and PDF Mining
Used Pennsylvania board archive for training dataset from 2006 to present date of medical professionals
Used pdfminer for pdf mining, KMeans clustering, NER (Spacy), Tesseract for OCR, Camelot for table detection

Machine LearningPDF MiningKMeans ClusteringNEROCRData Science