Akash Rane

Masters in Computer Science

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I am Akash Rane, completing my Master's in Computer Science Degree. My professional focus is the complete data lifecycle, from initial engineering to its application in strategic decision-making.

My experience stems from a strong foundation in back-end development and data engineering. I have expertise in building robust systems to efficiently collect, process, and transmit data using Python, SQL, REST APIs, and real-time protocols like MQTT and OPC-UA.

I leverage this engineering foundation to build and deploy predictive models, using machine learning libraries (Scikit-learn, XGBoost, TensorFlow) to uncover actionable insights. I am also proficient in translating complex data into clear narratives via interactive dashboards and visualizations with tools like Grafana, Node-RED, and Power BI.

Recently, I have also been exploring Agentic AI systems, focusing on designing intelligent, autonomous agents capable of decision-making, reasoning, and tool usage to enhance automation and system adaptability. This includes experimenting with frameworks that integrate LLMs, multi-agent coordination, and data-driven workflows to build AI systems that can operate with minimal human intervention.

Whether building data pipelines, training predictive models, or developing KPI dashboards, I am driven to solve complex data problems. I am actively seeking full-time opportunities in Backend Engineering, Data Science, or Data Analytics where I can contribute this comprehensive, full-stack data expertise.

Projects

FinStream – Financial Market Analytics Platform

Full-stack web application for portfolio tracking and market analysis. Features real-time data, secure auth, and subscription payments.

ReactTypeScriptNode.jsREST APIs

amex-default-prediction

ML model to predict credit card default using a large-scale, imbalanced dataset.

PythonDaskScikit-learnXGBoostSHAP

kurry-kitchen

Full-stack platform for home-food businesses to manage orders via WhatsApp integration.

ReactNode.jsMongoDBWhatsApp-APIFirebase

nyc-energy-forecasting

Time-series model using Prophet to forecast NYC electricity consumption for energy planning.

PythonProphetPandasScikit-learn

automated-factory-reports

Real-time analytics platform to process and visualize factory sensor data for operational reporting.

PythonInfluxDBGrafanaNode-REDOPC-UA

f1-strategy-model

End-to-end ML pipeline predicting driver position changes from pit stop, tire, and weather data.

PythonFastF1Ergast-APIXGBoostSHAP

Skills

Publications

Application for Real Time Object Measurement

International Journal of Advanced Research in Science, Communication and Technology

Published: Jun 2022

View Publication

An Experimental Assessment of Deep Learning on Highway Driving

Journal of Science and Technology (National Conference on Cognitive Computing)

Published: 2021

View Publication

Certifications

5-Day AI Agents Intensive Course with Google

5-Day AI Agents Intensive Course with Google

Kaggle · Google

Issued Nov 2025

Machine Learning Specialization

Machine Learning Specialization

DeepLearning.AI · Coursera · Stanford CPD

Issued Jun 2025

MongoDB SQL for Pros

MongoDB SQL for Pros

MongoDB

Issued Nov 2020

LinkedIn Learning

Python for Data Professionals in Finance

LinkedIn Learning

Issued Jan 2025

Intermediate Machine Learning

Intermediate Machine Learning

Kaggle · DeepLearning.AI

Issued Sep 2025

Intro to Machine Learning

Intro to Machine Learning

Kaggle · DeepLearning.AI

Issued Apr 2024

Pace University

INSPIRE Program Certification

Pace University

Issued Apr 2024

Google

Ask Questions to Make Data-Driven Decisions

Google

Issued Jan 2023

Udemy

Android Development

Udemy

Issued Jan 2020

Python

Python

Kaggle · DeepLearning.AI

Issued Jun 2023

Intro to Programming

Intro to Programming

Kaggle · DeepLearning.AI

Issued Jun 2023

Udemy

Introduction to Programming Using Python

Udemy

Issued Jan 2020