United States

Data engineering

Generative AI

National Institute of Technology 

Vishal Kumar

Senior Software Development Engineer

Profile

AI/ML

Business intelligence

Cloud computing

Data mining

Pandas

Python

Airflow

Apache Spark

GitHub

Java

JavaScript

Jupyter Notebook

PyTorch

TensorFlow

React

Data visualisation

Machine learning

Understanding factors that lead to a motivated team - recognition, communication and more.

Keeping team members motivated

How to create a positive workplace culture that drives collaboration and productivity?

Fostering a good team culture

Steps to building and maintaining a strong, cohesive and effective team.

Building an effective team

How to determine what is a good balance of skill sets for your organization's needs

Building balanced teams

Strategies for maximizing your design internship or co-op program.

Getting the most out of my internship

Tips for transitioning into a new role or company.

Changing roles

How to successfully prepare and position yourself for a job promotion?

How to get promoted

How to ask for a promotion and negotiate for salary raise?

Negotiating a job offer

Get actionable feedback on your resume or portfolio.

Resume and portfolio review

Practice HR, technical and behavioural interviews with mentors.

Practice mock interviews

Talk to people who've broken into the tech industry and learn their stories.

Breaking into tech

Learn the best ways to answer technical interview questions with frameworks

Acing technical interview questions

How to set up the team for success by defining and measuring team's performance.

Choosing metrics and team goals

Best practices for running productive design critiques.

Running effective design critiques

How to define and execute a successful launch and managing stakeholders expectations. (eg. MVP)

Launching new products or features

Methods of prototyping and solution validation. When to use which kind of prototype (eg. Webflow, Notion, etc)

Prototyping methods and tips

Identify and define potential product problems and generating possible solutions.

Identifying problems vs solutions

Learn how to properly present your work and share ideas and opinions.

Presenting your work with impact

Over my tenure at Amazon, I progressed from Software Engineer to Senior Software Engineer, driving impactful innovations across geospatial systems, distributed computing, and AI/ML infrastructure for the Maps and Last Mile organizations.

🚀 GeoAI Framework & Multi-Agent Systems (2025)
Pioneered an industry-first GeoAI Framework integrating AWS Bedrock AgentCore with 22 production tools and 10 autonomous sub-agents
Achieved 38% latency reduction via a novel async streaming architecture, enabling real-time geospatial AI analysis
Reduced AI agent deployment cycles from weeks to hours, democratizing advanced AI for 1,000+ analysts worldwide
Earned the Geospatial All Hands Innovation Award



Vishal Kumar🇺🇸

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