Embedded System Designs for Internet of Things

Programming in C

Computer Architecture

Python for Data Science

Baseline: Data, ML, AI

GCP Essentials

Robotics with AVR

Mathematics for Machine Learning Specialization

Machine Learning

Data Science on the Google Cloud Platform

➢Work with the editorial, marketing, and product teams of HBR Ascend on several topics of interest. 
➢Participate in various research projects.

HBR Ascend Select Member

➢Test the various course modules for the platform.

Developer Profile (Beta) User

➢Provide feedback on the courses to be offered in the future on Coursera’s platform.
➢Analyze the course content quality. Validate the quiz and exercises against the course content.

Beta Tester

Master of Science

Senior Secondary

Machine Learning Engineer Nanodegree

Bachelor of Technology

Junior Software Engineer

➢ Automated deployment of user-defined virtual instances configurations using AWS Cloud Formation and AWS VPC.
➢ Configured virtual instances using AWS Elastic Compute Cloud, AWS Elastic Block Store, and AWS Elastic File System.
➢ Secured intra-connection of virtual instances using AWS VPC, AWS Lambda, and AWS Identity and Access Management.
➢ Implemented a data warehouse by loading data from AWS S3 into the AWS Redshift cluster for quick data loading.
➢ Deployed an AWS DynamoDB cluster to access AWS Redshift via AWS S3 and AWS VPC with a 42% faster retrieval speed

Software Engineer

➢ Researched State-of-the-Art AI-based Effort and Cost estimation in Agile projects from 200+ literary sources.
➢ Extracted Zia’s dataset from their research paper using Camelot API in Python.
➢ Performed EDA of Zia’s dataset to analyze the correlation between the features and scale them for ML algorithms. 
➢ Augmented 160 data points to the dataset through Applied Synthetic Minority Oversampling Technique using Numpy API.
➢ Analyzed results of 15+ popular Regression ML models in Python using sklearn and XGBoost APIs.
➢ Tuned hyperparameters of the ML models with GridSearchCV and RandomizedSearchCV algorithms using sklearn API.
➢ Ported Satin Bowerbird Optimization algorithm from MATLAB to Python to tune hyperparamters of ML models.
➢ Benchmarked performance of the hyperparameter optimization algorithms.
➢ Used Fuzzy Logic Designer in MATLAB to analyze Type-1, Type-2, and Type-3 fuzzy systems rules on the synthesized dataset.
➢ Reviewed State-of-the-Art Bat optimization algorithm hybri

Research Assistant

➢ Strategized the community’s objective to sensitize students on the Amazon Web Services infrastructure and certifications.
➢ Collaborated with organization members in recruitment and expansion of community’s presence in the region.
➢ Coordinated and taught in workshops covering AWS Elastic Compute Cloud, Elastic Block Storage, and Elastic File System.

Core Community Head

Data Engineeer

➢ Coordinated and taught in workshops covering topics on electronics, programming, and machine learning.

Coordinator

➢ Obtained data from DeFiLlama RESTful APIs in Python using the requests module for data extraction.
➢ Devised a workaround for a time limit of 60 CoinGecko API calls per minute which improved time performance by 30%.
➢ Configured a database in MySQL using the TokuDB engine to reduce replication lag from frequent database updates. 
➢ Performed data blending using pandas API to combine multiple protocol data from multiple chains.
➢ Automated data updation into the database using SQL, SQLAlchemy API in Python, and Bash scripts.
➢ Utilized PySpark for analyzing the blended data to ensure data authenticity and data consistency.
➢ Deployed an ETL pipeline using sklearn API to ensure delivery of consistent and clean data to end-users.

Software Developer

➢ Supervised student teams for participation in national-level competitions, and research teams for various projects.
➢ Designed and programmed circuits implemented in different robots for several national-level competitions.

Research Head

➢Developed and managed the community’s infrastructure in the backend.

Core Technical Member

➢ Strategized the expansion of the organization through the planning of events and workshops.

Organisation Board Member

seriously funny

github

Know about Pratyush Shukla's work experience, education, and much more. Pratyush Shukla