About
👨🔬 Who am I?
Experienced Machine Learning/Data Science Professional with over 5…
Articles by Rishikesh
Contributions
Activity
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Come join the Optum AI team!! These are remote engineering roles (based in the U.S.). PM if you have questions, I'm happy to answer.…
Come join the Optum AI team!! These are remote engineering roles (based in the U.S.). PM if you have questions, I'm happy to answer.…
Liked by Rishikesh Fulari
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Excited to share we're hiring at a range of levels and experiences. Interested in how you can leverage AI/ML at web-scale to delivery noticeable…
Excited to share we're hiring at a range of levels and experiences. Interested in how you can leverage AI/ML at web-scale to delivery noticeable…
Liked by Rishikesh Fulari
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Meta rejected my application for an internship in a business role in 2017. In 2022, Meta acquired my startup Presize. Today, I am at Meta in a tech…
Meta rejected my application for an internship in a business role in 2017. In 2022, Meta acquired my startup Presize. Today, I am at Meta in a tech…
Liked by Rishikesh Fulari
Experience
Education
Licenses & Certifications
Volunteer Experience
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Club Service Director (CSD)
Rotaract Club of Pune's Yuva
- 1 year 1 month
Education
I volunteered as Club Service Director for Rotaract Club Of International Students. My responsibilities included :
1. Organizing Weekly and Monthly Meetings
2. Determining the Agenda of Meetings
3. Implement the decisions taken during the meetings.
Publications
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Utilizing Machine Learning to Predict Question Difficulty and Response Time for Enhanced Test Construction
NAACL
In Proceedings of the Shared Task organized during the BEA workshop at NAACL 2024: Automated Prediction of Item Difficulty and Item Response Time.
Courses
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Advanced Google Analytics
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Google Analytics for Beginners
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Introduction to Natural Language Processing
#16,556,587
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Machine Learning with Python from Scratch
UC-QAUXKYG0
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SEO Training Course : Building Sustainable Traffic for Business Growth in 2020 by Hubspot
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Projects
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Automating the ML life cycle using MlOps tools for a car price prediction machine learning model.
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Complete end-to-end MlOps implementation for training, maintaining and monitoring a machine learning model that predicts the price of an old car based on several different relevant factors.
It includes experiment tracking using MlFlow, model orchestration using Prefect and Grafana for monitoring and detecting data drifts. Model has been deployed using Docker and Flask. -
Identifying duplicate questions that are semantically similar.
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Implemented deep learning model to predict if given two questions have same semantic meaning. Utilized Quora question pair dataset and embeddings from pretrained transformers to detect semantic similarity, aimed at finding duplicate questions in forums and Q&A sections employing advanced NLP techniques.
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Predicting the likelihood of conversion of a free-tier user to a paid one for an Ed-tech company.
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Implemented end-to-end machine learning model to predict if the free-tier user would buy the subscription for e-learning platform ‘365 data science’ using real world platform analytics data.
Data was provided by the Ed-tech platform and the final model was deployed on the Hugging Face Spaces using Streamlit as the front end framework. -
Predicting the readmission rate of diabetic patients using machine learning for better healthcare.
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Implemented end-to-end Machine Learning pipeline right from data cleaning to model deployment on AWS EC2 instance, demonstrating full stack machine learning skills.
Hospitals in the USA are penalized by the government if the patient is readmitted to the hospital within 30 days. Hospitals however have no means of predicting which patient will be readmitted. This project addresses this problem using machine learning by predicting which patient is likely to get readmitted within 30 days. -
Search Engine for fetch rewards app
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Information retrieval system that given a name of brand, retailer or product category/parent category returns the offers that are relevant to the search query.
Fetch Rewards is a mobile app where you can earn free gift cards by scanning and uploading your shopping receipts. You accumulate points for eligible receipts, which can be redeemed for various gift cards. It's a way to get rewards for your everyday shopping. Fetch provides value to their user base through the rich variety of…Information retrieval system that given a name of brand, retailer or product category/parent category returns the offers that are relevant to the search query.
Fetch Rewards is a mobile app where you can earn free gift cards by scanning and uploading your shopping receipts. You accumulate points for eligible receipts, which can be redeemed for various gift cards. It's a way to get rewards for your everyday shopping. Fetch provides value to their user base through the rich variety of offers that are active in the app. They want their users to be able to easily seek out offers in the app, so that they get the most out of using the app and their partners get the most out of their relationship with Fetch.
Solution Here is a tool that allows users to intelligently search for offers via text input from the user.
How it works ? If a user searches for a brand (ex.Huggies) the tool returns a list of offers that are relevant to that brand, similarly, if user searches for retailer .i.e. Target, it will return relevant offers.
Final deployed app is available at Hugging Face spaces : https://huggingface.co/spaces/rishikesh/search_offers
Test Scores
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IELTS
Score: 8
Scored band score 8 in IELTS test
Languages
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English
Native or bilingual proficiency
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Marathi
Native or bilingual proficiency
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German
Elementary proficiency
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Hindi
Native or bilingual proficiency
Organizations
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Jagriti Yatra
Yatri
- Present -
dphi
AI Changemaker
- PresentdPhi is an organization whose mission is democratizing data science education. As an AI changemaker, my responsibility is to spread awareness about artificial intelligence and its applications. dPhi conducts free of cost learning sessions for students and professionals, where industry experts share their insights and learnings about data science.
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Rotaract Club of International Youth
Club Service Director
-Volunteered as Club Service Director for Rotaract Club of International Youth.
Recommendations received
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LinkedIn User
3 people have recommended Rishikesh
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Namaste All, Here is a talk (slightly long) that I gave on the relevance of Indian Knowledge Systems (Shastras) in today's context. This may be of…
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Hiring fresh Data Science talent. Apply today. Meet me in St. Louis!
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#hiring PhD Mykola Pechenizkiy and I are looking for a #PhD candidate to work on Foundation Models for Embedded and Embodied AI in Autonomous…
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