Shrey Verma
Data Scientist
ABOUT ME
Meet Shrey Verma, the data scientist that wears his love for numbers on his sleeve and his passion for health in his heart. With a stack of research papers on the ethics of AI by his side, Shrey's mission is to connect the world with data and change the game forever.
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But don't let his nerdy persona fool you - behind those glasses and lab coat, Shrey is a fierce problem-solver who never shies away from a challenge. After all, he lives by the wise words of Steve Jobs - "We are here to put a dent in the universe."​
When he's not crunching numbers and making scientific breakthroughs, you can find Shrey exploring new trails and cuisines, always on the lookout for his next adventure. Whether he's hiking up a mountain or coding his way to the top, Shrey is always up for a challenge - and always has a witty quip up his sleeve.
EXPERIENCE
July 2021 - January 2022
Software Development Intern
RD&X Network
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Created processes to manage raw data from multiple sources
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Managed back end with Node JS, RESTFUL services, and database integration
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Learned the ins and outs of the programmatic advertisement industry and how it will shape the world
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Gathered hands-on experience in a software development project lifecycle
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Managed Redis, Clickhouse and Mongo databases.
April 2022 - July 2022
CXO' Office Intern
Data Sutram
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Implemented ML and Deep learning models (Logistic regression, random forest) in real-time data and deciphered results to gather actionable and meaningful insights
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Created reports based on Data Analysis for clients
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Created Product Requirement Documents to merge multiple datasets from different sources
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Conducted market research for European nations
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Learned about day-to-day business activities at a start-up
April 2021 - July 2021
Marketing Manager
Diabesties Organisation
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Handled Twitter account for the organization
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Learned about how marketing and branding of a brand can shape its future
SKILLS
Python
R
Microsoft Excel
SQL
Java, C++
Power BI
Have partnered with
Projects
1
Bias and Fairness in AI Systems
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Aim: To define parameters to check for bias in a dataset and ways and methods to remove them
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Learned the tendencies of biasedness in humans have transferred to AI and how important is to address it immediately
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Test sensitivity of multiple algorithms (Logistic Regression, Random forest, clustering, etc) toward bias
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Find an optimal trade-off between fair and accurate
2
Blood Sugar Prediction
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Aim: To predict the blood sugars of a diabetic patient for the next 30, 60, 90, and 120 mins
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Learned blood sugars of a type 1 diabetics patient depend on mul
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tiple factors including stress, exercise, food, etc
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Compared LSTM and ARIMA approaches
3
Number Plate Recognizer
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Aim: To read the number plate of any Indian vehicle with alphanumeric characters
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Located and segmented the number plate using Contour tools - Open AI
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Recognized number plate characters using Tesseract OCR
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Learned about multiple OCR techniques and complications with image processing
4
News on the Go
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Aim: To summarize a text through a telegram bot built upon the basics of NLP, ML and Rest APIs
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Learned about application of NLP and working with unstructured data in Artificial Intelligence
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Led the team to follow the Plan of Action for the duration of the project
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Learned in detail about BERT, GPT-2 and GPT-3 transformers
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Used Telegram, Python, NLTK, Sentence Transformers, PyCharm, Telebot