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Manushresth Krishnan

AI Engineer and Developer

Profile

With hands-on experience in AI, machine learning, Web 3.0, and enterprise automation, I specialize in building end-to-end solutions that drive innovation and efficiency. At Algoleap, I developed intelligent product recommendation engines, geospatial optimization tools using genetic algorithms, and enterprise productivity applications leveraging LangGraph-based Agentic LLM frameworks, React, Tailwind, and PyQT5. My work also includes integrating platforms like ServiceNow, SharePoint, and vector databases to automate IT operations. Through internships at Intel, IDP, and the University of Texas at Dallas, I've created metaverse environments using Spatial IO, built LLM solutions with Falcon and GPT4All, and contributed to large-scale digital transformation projects using blockchain, process mining, and data science. I am passionate about designing intelligent, immersive, and decentralized systems that deliver real-world impact — and I'm always eager to collaborate on pioneering tech that challenges the status quo.

1+
Years Experience
10+
MVPs Completed
12+
Technologies

Featured Projects

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Insurance Product Recommendation Engine

Insurance Product Recommendation Engine

Developed an insurance product recommendation engine by applying data cleaning, dimensionality reduction (PCA), clustering (GMM/KMeans), and visualization for propensity-to-buy insights.

Machine LearningPCAClusteringData Visualization
Agentic LLM Integration Framework

Agentic LLM Integration Framework

Created an MVP for an automation framework implementing Agentic LLM frameworks using LangGraph for IT processes, integrating ServiceNow with SharePoint and Vector DBs.

LangGraphServiceNowVector DatabasesLLM
Geospatial Optimization Tool

Geospatial Optimization Tool

Implemented a geospatial solution for tunnel mapping using Genetic Algorithms and Dask to find optimal routes between points by analyzing terrain data.

Genetic AlgorithmsDaskGeospatial AnalysisOptimization

Skills Overview

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AI & ML Skills

Artificial Intelligence
Machine Learning
Generative AI
Deep Learning
Natural Language Processing

Tools & Specialized Skills

TensorFlow
Computer Vision
Geospatial Intelligence
Prompt Engineering
Python

Constantly Learning: I'm always expanding my skills through continuous learning and practical application on real-world projects.

Latest Updates

Started Masters at University of Melbourne

July 2025

Enrolled in the Master of Software Engineering program (AI specialization) at the University of Melbourne.

Completed Internship at algoleap

March 28, 2024

Successfully completed my 6-month internship at algoleap, where I worked on AI/ML solutions, data engineering, and enterprise automation applications.

Finished Final Exams at Chennai Institute of Technology

March 19, 2024

Completed my final semester exams for my B.Tech in Artificial Intelligence and Data Science program.

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System Message
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Currently available for new projects and opportunities! Let's work together to create something amazing.

Get In Touch

Let's Work Together!

Have a project in mind or want to discuss potential opportunities? I'm currently available for freelance work and open to full-time positions.

Response time: Usually within 24-48 hours

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© 2025 Manushresth Krishnan - All rights reserved

This Windows 98-style portfolio is built with modern technologies: Next.js, React, and Tailwind CSS

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Internet Explorer - Portfolio