About
Follow me @NayrhitB on Twitter
Contributions
Activity
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A progressive policy for a better tomorrow.🌟Celebrating organizations that value health and humanity. #menstrualleave Gushwork🌟
A progressive policy for a better tomorrow.🌟Celebrating organizations that value health and humanity. #menstrualleave Gushwork🌟
Liked by Nayrhit B
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A really big VC reached out to me when we were just 1 month into building Gushwork. We thought that it wasn’t the right time since we only had a…
A really big VC reached out to me when we were just 1 month into building Gushwork. We thought that it wasn’t the right time since we only had a…
Shared by Nayrhit B
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🌟 How we turned ‘too nice’ into ‘truly kind’—and unlocked growth at Codewave 🚀 A few years ago at Codewave, we faced a unique challenge. As an…
🌟 How we turned ‘too nice’ into ‘truly kind’—and unlocked growth at Codewave 🚀 A few years ago at Codewave, we faced a unique challenge. As an…
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Experience
Education
Licenses & Certifications
Volunteer Experience
Projects
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Surgical Safety Scoring System for Indian Hospitals using Artificial Neural Networks (Endorsed by Indian Council of Medical Research)
- Present
• Analyzed performance audit data (25 categorical variables) of surgical teams at R.G.Kar Medical College, Kolkata
• Compiled insights for feature selection by analyzing correlation matrices & implementing a variance threshold
• Tailored a scoring system to measure surgical safety by an ordinal score using Feed Forward Artifical Neural Networks
• Developed a training model inspired by back propagation algorithm and blind scoring model
Impact: Project selected to be sponsored by…• Analyzed performance audit data (25 categorical variables) of surgical teams at R.G.Kar Medical College, Kolkata
• Compiled insights for feature selection by analyzing correlation matrices & implementing a variance threshold
• Tailored a scoring system to measure surgical safety by an ordinal score using Feed Forward Artifical Neural Networks
• Developed a training model inspired by back propagation algorithm and blind scoring model
Impact: Project selected to be sponsored by Indian Council of Medical Research under the name of the hospital -
Improvement of Safety Management System of TATA Steel using advanced machine learning techniques
- Present
• Leading risk analytics team of Institute on consulting project worth INR 25 lacs to improve safety in TATA Steel
• Pre-processed datasets of 5 populations by feature extraction techniques & PCA for dimension reduction
• Developed a Multivariate Linear Regression based prediction model to predict risk scores of departments
• Formulated a model to cluster safety incidents with similar causes by k-means on 30,000+ rows of free text data
Impact: Modelled a data-driven…• Leading risk analytics team of Institute on consulting project worth INR 25 lacs to improve safety in TATA Steel
• Pre-processed datasets of 5 populations by feature extraction techniques & PCA for dimension reduction
• Developed a Multivariate Linear Regression based prediction model to predict risk scores of departments
• Formulated a model to cluster safety incidents with similar causes by k-means on 30,000+ rows of free text data
Impact: Modelled a data-driven self-learning software package to be rolled out for usage by January, 2016
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Sector note on key drivers and inhibitors of Indian IT Services and their impact on stock price movements: Jefferies
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• Co-authored a sector note covering the IT services sector long term drivers and inhibitors with the equity research team of Jefferies India Pvt. Ltd (Front office)
• Performed detailed analyses of relevant data sourced from companies and other agencies to derive meaningful insights and correlating them with stock price movements on a macro-level
• Companies covered in the note: Infosys, TCS, Wipro, HCL Tech and Tech Mahindra -
“Sustainable Development Project for Kolkata”: Ernst & Young LLP
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Funded by Department For International Development, UK Government (INR 80 lacs)
• Authored 4 reports (each valued at ~INR 5 lacs) compiling insights from stakeholder consultation & case-studies
• Co-organized stakeholder seminar on sustainable development attended by 50+ professionals & academicians
• Represented Ernst & Young to deliver a talk on eco-friendly technological solutions for urban cities of India
• Constructed 3 Business Proposals & 1 Expression of Interest (EOI) for…Funded by Department For International Development, UK Government (INR 80 lacs)
• Authored 4 reports (each valued at ~INR 5 lacs) compiling insights from stakeholder consultation & case-studies
• Co-organized stakeholder seminar on sustainable development attended by 50+ professionals & academicians
• Represented Ernst & Young to deliver a talk on eco-friendly technological solutions for urban cities of India
• Constructed 3 Business Proposals & 1 Expression of Interest (EOI) for leading national & international clients -
Energy Efficiency Policies & Carbon Pricing Mechanism for Bhutan Government: Ernst and Young LLP
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Funded by Asian Development Bank (INR 6 Cr.):
- Estimated industrial energy consumption of Bhutan by analyzing GDP, GVA & energy data of 40 major industries
- Prioritized 17 interventions by comparing energy savings vs investment cost by Marginal Abatement Cost Curve
Impact: Tailored 6 key policies for Bhutan Govt. potentially reducing industrial energy consumption by 30% -
Data Analysis, Modeling and Optimization of Daily Dispatches and Vehicle Routing from Mumbai Distribution Center of Reliance Retail
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Impact: Reduced costs by INR 35 lacs per month using an optimization algorithm
• Identified key problem areas by analyzing daily dispatch data of Mumbai distribution center to 56 retail stores
• Diagnosed issue of high cost of unnecessary buffer resources employed to handle un-anticipated order sizes
• Conducted capacity-building workshop demonstrating a self-devised optimization tool to warehouse employees -
Vehicle Routing and Scheduling for Multiple Cross-Docking in Supply Chain with Genetic Algorithm (National Chiao Tung University Taiwan)
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Impact: Improved performance of algorithm by 5% in terms of computation time
• Formulated a mathematical expression for fleet & time constrained capacitated Vehicle Routing Problem
• Optimized the expression for a 3-Tier Supply Chain with a central distribution center by a self-devised algorithm
Other creators
Honors & Awards
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Certificate of Appreciation by Chief Executive Officer
American Express
Awarded by Chief Executive Officer, Steve Squeri to 4 top performing employees in the entire Risk Management division of 700+ people for extra-ordinary contribution to the firm over the year.
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Analyst of the Quarter - Q2, 2017
American Express
Awarded to the top performing analysts from over 1000 employees in Risk and Information Management Division of American Express for demonstrating personal excellence and driving results
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Institute Order of Merit (Dramatics)
IIT Kharagpur
Recognition for Extraordinary contribution in Dramatics of IIT Kharagpur
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World Business Dialogue, Cologne, Germany - 2016
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Delegate at one of the most prestigious business conventions of the world
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American Express Analyze This! (Leader Board Toppers)
American Express
• Leaderboard Rank #1 amongst 1300+ teams in Pan-IIT Data Analytics & Machine Learning Competition
• Developed a Gradient Boosting based Decision Tree Classification Algorithm to solve a 5 class problem -
Citi Mobile Challenge 2015 (Pre-Finalists)
Citi Bank
• Selected for pre-final round (top 800) from more than 5000 competing teams across Asia-Pacific
• Developed elevator pitch, customer experience map & video-ad for an app idea to revolutionize digital banking
Test Scores
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GMAT
Score: 770
Verbal: 42 (96 %ile)
Quantitative: 51 (96 %ile)
Total: 770 (99 %ile)
Integrated Reasoning: 8/8 -
TOEFL
Score: 112 / 120
Reading: 30
Listening: 29
Speaking: 26
Writing: 27
Languages
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English
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Hindi
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Bengali
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Marathi
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More activity by Nayrhit
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Met a 23 yrs old founder last night. Selling AI assisted services to SMBs in the US. Clients are real estate broking companies buying custom…
Met a 23 yrs old founder last night. Selling AI assisted services to SMBs in the US. Clients are real estate broking companies buying custom…
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Excited to be here in Salt Lake City for the American Physical Society DFD meeting. We will be talking about our work on predicting extreme events in…
Excited to be here in Salt Lake City for the American Physical Society DFD meeting. We will be talking about our work on predicting extreme events in…
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We closed $800k ARR in 3 months with a 1-person sales team! Moved from founder-led sales to founder-managed sales when we were at around $900k ARR.…
We closed $800k ARR in 3 months with a 1-person sales team! Moved from founder-led sales to founder-managed sales when we were at around $900k ARR.…
Shared by Nayrhit B
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I jotted these down in a doc and shared it on Slack long back. Today someone from the team actually penned it down on the whiteboard!
I jotted these down in a doc and shared it on Slack long back. Today someone from the team actually penned it down on the whiteboard!
Shared by Nayrhit B
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A resilient and stable asset in uncertain markets? Sounds like a pipe dream. Looks like self-storage. With economic uncertainty all around…
A resilient and stable asset in uncertain markets? Sounds like a pipe dream. Looks like self-storage. With economic uncertainty all around…
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All hands on deck Freddie Crichton-Stuart doing what he does best 🤣
All hands on deck Freddie Crichton-Stuart doing what he does best 🤣
Liked by Nayrhit B
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