Akshat Rastogi

WHAT I DO?

Data Analyst

Skilled in utilizing platforms such as MySQL and MongoDB for efficient data storage and management.

Machine Learning

Porficient in Machine Learning and advance concepts of Deep Learning like Computer Vision, Natural Language Processing and Generative AI.

Python Developer

Porficient in Python programming. Familiar with the concepts like pandas, numpy, matplotlib, Scikit-learn and more.

Machine Learning Researcher

Have authored research papers in esteemed journals published by renowned publishers such as Taylor & Francis.

Projects

January 2024 - May 2024

Accurate

Machine Learning / AutoML

Accurate is an AutoML platform that simplifies machine learning with a no-code, form-based interface. Built with Python, JavaScript, and Docker, it streamlines workflows, reduces development time by 40%, and enhances accessibility for non-technical users.

April 2023 - June 2023

HVAC Improvement System (HIS)

Machine Learning / LGBM Regressor / GenAI

HIS optimizes HVAC energy efficiency by predicting heating and cooling loads with an LGBM Regressor. Using AI to analyze factors like temperature and humidity, it suggests energy-saving improvements, achieving a 25% accuracy boost. Built with Python, JavaScript, and PostgreSQL.

April 2023 - Ongoing

EvolkAI

Educational Website

EvolkAI facilitates the initiation of machine learning enthusiasts' journeys by providing accessible explanations of ML and DL concepts with tutorial videos. Please visit: EvolkAI

June 2023 - December 2023

Research Paper

Research work

This project uses machine learning to predict polymer behavior, focusing on viscosity factors. Models like MultinomialNB and DecisionTreeClassifier achieved up to 95% accuracy.

Hello, I'm

a passionate Data Analyst with a strong enthusiasm for creating innovative and efficient solutions.

About Me

I'm a Data Analyst.