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Aditya Peshin
Senior Software Engineer at Klaviyo
About
Aditya Peshin is a skilled Machine Learning Engineer with over 3 years of relevant experience in the field. Currently employed at Klaviyo, Adi specializes in Recommendation Systems and has conducted extensive research in the area of Active Learning. He is a highly knowledgeable professional who is always eager to discuss ML research and technology in general. Adi's past work experience includes a Data Science Intern role at skillful.ly, an early-stage alt-hiring startup. Here, he was responsible for developing machine learning vision and psychometric assessment engineering. Adi deployed 74% of all code relevant to the psychometric assessments using Python and Javascript. He also automated the onboarding process for new users via slack bots developed using Node.js and Glitch.io. Adi scoped out the machine learning vision for the company for the next 4-6 months, ideated and planned 7 projects of interest. Adi's Capstone Project at the University of California, Berkeley, involved building machine learning models with less data. He was responsible for research and algorithm development at a machine learning startup specialized in the field of Active Learning. Adi developed a machine learning meta-algorithm that improved data efficiency and utilization by 19% in the context of NLP. He analyzed over 200 pages of scientific literature and created a 20-page summary relevant to their work. Adi also deliberated 4 algorithms for "Initial Sampling," developed production code, and tested on industry-standard NLP datasets. He refined production code to be modular and generalized, translating well to domains other than Natural Language Processing (tested Facial Recognition and Recommendation Systems with Deep Neural Architecture). Adi holds a Master's of Engineering in Industrial Engineering and Operations Research from the University of California, Berkeley, which he completed in 2020. He also has a Bachelor of Technology (BTech) in Production and Industrial Engineering from IIT, which he completed in 2015. Adi's technical skills include ML, Recommendation Systems, Javascript, Research Scientist, Data Scientist, NLP, NodeJS, and Python. He is a highly motivated individual with a passion for learning and staying up-to-date with the latest technology trends. Adi is an excellent team player with strong communication skills and a collaborative approach to problem-solving.
Education Overview
• university of california berkeley
• iit roorkee indian institute of technology roorkee
Companies Overview
• klaviyo
• skillful.ly
• university of california berkeley
• industrial design centre iit bombay
• watch out iit roorkee
• indian institute of technology roorkee
• schneider electric
• disenotag
Experience Overview
4.7 Years
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Experience
Capstone Project - Building Machine Learning models with less data
university of california berkeley
2019 - 2020
Graduate Student | Master's of Engineering in Industrial Engineering and Operations Research
university of california berkeley | Berkeley, California
2019 - 2020
Undergraduate Researcher - SURA IIT Roorkee
indian institute of technology roorkee | Roorkee
2017 - 2017
Skills
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Active Learning
Airflow
Algorithms
Amazon Web Services (AWS)
AMPL
Analytical Skills
ANSYS
apache
Apache Airflow
Artificial Intelligence (AI)
AutoCAD
C++
Creo Parametric
Data Analysis
Data Analytics
Data Science
Data Visualization
Databases
Distributed Systems
Django
Football
JavaScript
Kafka
Krita
Leadership
Machine Learning
Machine Learning (ML)
Management
Memcached
Microsoft Excel
Microsoft Office
Microsoft PowerPoint
Microsoft Word
MySQL
Natural Language Processing (NLP)
Optimization
Programming
Project Management
Public Speaking
Python
R
Recommendation system
Redis
Research
Research Scientist
Software Engineer
Software Engineering
SQL
SQLite
Statistics
Swimming
System Performance
TensorFlow
Terraform
Test Automation
User Interface Design
Written Communication
Contact Details
Email (Verified)
adiXXXXXXXXXXXXXXXXXXXXomMobile Number
+91XXXXXXXXXXEducation
university of california berkeley
Master's of Engineering
2019 - 2020
iit roorkee indian institute of technology roorkee
Bachelor of Technology (BTech)
2015 - 2019
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