Available for opportunities

LikhithDude

Cloud Engineer

M.S. Computer Science @ FAU · Building AI products that matter

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About Me

The Story

Hey — I'm Likhith Dude, an M.S. Computer Science student at Florida Atlantic University (3.867 GPA), originally from India, now building AI products in the US.

I specialize in the overlap of ML Engineering, Cloud Infrastructure, and Full-Stack Development — the rare engineer who can train a model, deploy it to AWS, and ship the frontend to go with it.

I've published research at ICCCAI-2024, built fraud detection pipelines hitting F1 98.49%, and shipped this very platform you're looking at.

Projects Built

3.867

GPA

Research Published

Systems Built

Technical Proficiency

Python / FastAPI95%

Machine Learning / MLOps92%

AWS / Cloud Infrastructure88%

Docker / Kubernetes85%

Next.js / TypeScript80%

SQL / PostgreSQL82%

🎓 M.S. Computer Science — Florida Atlantic University (2024–2026)
🎓 B.E. — Sathyabama University (2020–2024)
📄 Published: ICCCAI-2024 International Conference
🌍 From India · Based in Florida, USA

GitHub Activity

@Likhith-Dude ↗

What I've Built

Featured Projects

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AI / ML

MLOps Fraud Detection

Production-grade fraud detection pipeline

End-to-end MLOps pipeline with feature engineering, ensemble modeling, and real-time inference API. Achieved state-of-the-art fraud detection accuracy.

PythonScikit-LearnXGBoostFastAPI+3

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MLOps Fraud Detection

Live Metrics

98.49%

F1 Score

97.8%

Precision

99.1%

Recall

0.997

AUC-ROC

PythonScikit-LearnXGBoostFastAPIDockerMLflowAWS

GitHub Demo

Cloud / MLOps

Cloud Cost Optimization

ML-powered AWS cost intelligence engine

Intelligent AWS cost analysis engine using machine learning to predict, detect anomalies, and recommend optimizations across all cloud resources.

PythonAWSScikit-LearnPandas+3

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Cloud Cost Optimization

Live Metrics

100%

F1 Score

35%

Cost Saved

Real-time

Anomalies

15+ Services

Coverage

PythonAWSScikit-LearnPandasBoto3PostgreSQLGrafana

GitHub Demo

Full-Stack AI

HireReady AI

Full-stack AI job hunting platform

Production-grade AI-powered job hunting platform with 7-source job aggregation, resume parsing, ATS checking, interview prep, and real-time WebSockets.

Next.jsFastAPIGroq AISQLite+3

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HireReady AI

Live Metrics

Files Shipped

30+

API Endpoints

Job Sources

Systems Built

Next.jsFastAPIGroq AISQLiteThree.jsWebSocketsDocker

GitHub Demo

Security / ResearchPUBLISHED · ICCCAI-2024

Blockchain Event Spotting

ML cybersecurity with blockchain trust verification

ML-powered cybersecurity threat detection on 257,673 real UNSW-NB15 records with blockchain-based event verification and hybrid ECC+AES encryption.

PythonBlockchainECC+AESRandom Forest+2

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Blockchain Event Spotting

Live Metrics

98.36%

Random Forest

96.55%

Grad. Boosting

89.42%

Decision Tree

ICCCAI-2024

Published

PythonBlockchainECC+AESRandom ForestNLPScikit-learn

GitHub Demo

Expertise

Skills Universe

Cloud8 skills

AWSEC2S3LambdaRDSCloudWatchIAMVPC

AI/ML8 skills

PyTorchScikit-LearnXGBoostMLflowPandasNumPyTransformersLangChain

Backend8 skills

FastAPIPythonPostgreSQLRedisREST APIsWebSocketsSQLAlchemyGroq AI

DevOps8 skills

DockerGitHub ActionsCI/CDKubernetesTerraformPrometheusGrafanaSentry

Journey

Experience Timeline

2020

B.E. Computer Science

Sathyabama University, India

Built foundation in algorithms, data structures, and software engineering. Graduated with distinction.

Data StructuresAlgorithmsJavaC++

2023

Research Paper — ICCCAI-2024

International Conference on Computing, Communication & AI

Published research on machine learning applications in real-world systems. Presented findings to an international audience.

ML ResearchPublishedInternational

2024

MLOps Fraud Detection Engine

Personal Project

Engineered end-to-end MLOps pipeline with feature engineering, XGBoost ensemble, and FastAPI inference. Achieved F1 score of 98.49%.

MLOpsXGBoostFastAPIF1: 98.49%

2024

M.S. Computer Science

Florida Atlantic University, USA

Pursuing advanced studies in AI, cloud computing, and distributed systems. Current GPA: 3.867. Expected graduation 2026.

GPA: 3.867AI/MLCloudFAU

2025

Cloud Cost Optimization Engine

Personal Project

Built ML-powered AWS cost intelligence platform with anomaly detection, predictive forecasting, and automated recommendations.

AWSMLF1: 100%Cost Optimization

2025

HireReady AI Platform

Personal Project

56-file production platform: 7-source job aggregation, Groq AI, WebSockets, resume parsing, H1B database, and 30 API endpoints.

Full-StackGroq AINext.jsFastAPI

2020

B.E. Computer Science

Sathyabama University, India

2023

Research Paper — ICCCAI-2024

International Conference on Computing, Communication & AI

2024

MLOps Fraud Detection Engine

Personal Project

2024

M.S. Computer Science

Florida Atlantic University, USA

2025

Cloud Cost Optimization Engine

Personal Project

2025

HireReady AI Platform

Personal Project

Get In Touch

Let's Connect

I'm open to full-time roles, internships, and interesting projects. Let's build something great together.

Available for opportunities

Currently pursuing M.S. CS at FAU (graduating 2026). Looking for AI/ML Engineering, Cloud Engineering, and MLOps roles where I can build things that matter.

dudelikhith@gmail.com

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