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Soham Khopde

Machine Learning Engineer | Business Data analyst

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About Me

Dedicated Machine Learning Engineer / Data analyst professional with history of developing multiple machine learning projects, performing thorough data analysis, python developer and proven skills in business analysis.

Experience

Integrated Learning Systems India Pvt. Ltd.

Data analytics Consultant

Project Description: PreSco is a web application which uses machine learning algorithms to provide for an early risk assessment of Neonatal Sepsis and helps in informed decision making for antibiotics. PreSco is invasive and non-invasive machine learning model which provides a rapid risk assessment of babies.

Education & Certifications

International Institute of Business Analysis

May 2023 - October 2023

IIBA Certified Business Data analyst

The Certification in Business Data Analytics (IIBA® - CBDA) recognizes the ability to effectively execute analysis related work in support of business data analytics initiatives. This certification recognizes BDA knowledge and competencies in the following six practitioner-based domains: Identify Research Questions (Domain 1), Source Data (Domain 2), Analyze Data (Domain 3), Interpret and Report Results (Domain 4), Use Results to Influence Business Decision Making (Domain 5), and Guide Company-level Strategy for Business Analytics (Domain 6).

Swinburne University of Technology

March 2019 - December 2020

Master of Information Technology (Professional Computing) - Data analytics

K.C. College of Engineering, Thane

June 2015 - July 2018

Bachelor of Computer Engineering

Projects

Predictive Scoring Application

Neonatal Sepsis is a complicated medical condition which cannot be diagnosed by one or two clinical parameters. Newborns within 0 - 28 days and infants within 1 year are extremely vulnerable to infections. Our innovation is called as PreSco (Predictive Scoring Application). It uses machine learning algorithms to provide for an early risk assessment of Neonatal Sepsis and aids in informed decision making for antibiotics. PreSco is invasive and non-invasive machine learning models which provides a rapid risk assessment of babies.

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Sentiment analysis for Rating Food Recipes

Sentiment analysis using TextBlob, weighted average rating for food recipes.

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Recipe Recommendation Engine

Recipe Recommendation Model based on similarity in ingredients, user's purchase history and preferences using Gensim word2vec.

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Sepsis Infection Detection (ML model Development)

Development of Machine learning Models for Invasive and Non-Invasive detection of Neonatal Sepsis Infection .

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Power BI Dashboards (PDF) in Report Format

All Power BI Dashboards links

Sales Dashboard
Product Analysis
Scenario Analysis

All Business Analysis Documents

Business Analysis for Restaurant Reservation System, Predictive Scoring Application

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Skills

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