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NYR

Available for freelance

Greetings, I'm
Navari
Yashwanth

👉 Design Patent Holder | IoT Innovator | B.Tech Data Science Student

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Official Intellectual Property

IoT Connectivity Device Design Patent

Design No: 470097-001 · Issued by Government of India

Python
TensorFlow
PyTorch
Pandas
Scikit-Learn
Professional headshot of Navari Yashwanth Reddy
>

12+

Projects Built

1

Design Patent

11+

Certifications

98%

Model Accuracy

The Journey of Innovation

2023

B.Tech Start

Began journey in Data Science at Woxsen University.

2024

11+ Certifications

Mastered ML, IoT, and Software Engineering from top universities.

AUG 2025

Design Patent Issued

Officially recognized by Govt. of India for IoT Innovation.

Patent
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workspace_premium Global Intellectual Property

IoT Connectivity Device Design Patent

Recognized by the **Intellectual Property Office, Govt. of India**. This Design Patent validates the architectural originality of my machine-to-machine communication hardware, proving my capability to deliver industry-grade technical innovation.

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root@navari-os:~# ./run_portfolio_simulation.sh
> System Core Boot Sequence Initiated...
> Allocating Thread Resources [================] 100%
> Loading Neural Networks & Algorithms... OK
> Fetching ML Models into memory... OK
> Establishing Secure SSL Connection... DONE
>
> PERFECT HIRING MATCH FOUND
> Welcome to the Future, Verified Recruiter.
> Ready for input _

join_inner Are We a Match?

Enter your primary skillset industry (e.g. "Data", "React", "Backend") to run a compatibility analysis.

hub Neural Network

Thinking in
Neural Networks

Every node is a concept. Every edge is a connection. This is how I see machine learning — a living, breathing web of relationships.

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psychology_alt Transparency

Project Failures & Growth

Engineering isn't always perfect. Here is a look at times things went wrong, and exactly how I fixed them.

The Overtraining Disaster

What Went Wrong

During the Heart Disease project, my first ML model achieved 99% accuracy on training data but failed miserably in real-world testing due to severe over-fitting.

How I Fixed It

I threw out the model. Implemented K-Fold cross-validation, pruned the neural network layers, and applied L2 Regularization. The final model stabilized at a highly reliable 92% real-world accuracy.

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A Peek Inside
My Workstation

A low-poly 3D render of my development setup. Drag to rotate. The terminal screen is live — just like the real thing.

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0 + Projects Completed
0 Certifications
98 %
verified System Score
0 Year Experience

commit Engineering Lifecycle

1,245 contributions in the last year
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bar_chart Core Proficiency

Python & ML90%
Data Analysis & SQL85%
Web Development75%

school What I'm Currently Learning

Featured Projects

A selection of my recent work.

monitor_heart
Machine Learning

StrokeGuard.ai

ML-based stroke risk prediction system that analyzes patient health data to classify stroke probability using ensemble models.

Python Scikit-learn Random Forest
eco
Machine Learning

AgriSathi – Smart Farmer Assistant

Intelligent recommendation system suggesting crops, fertilizers, and weather-based farming strategies using ML models.

Python Flask Pandas
local_hospital
Web App

Hospital Management System

End-to-end hospital platform managing patient records, doctor schedules, billing, and bed availability in real time.

PHP MySQL JavaScript
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biotech Try My ML Project

Heart Disease Predictor (Live Simulation)

Enter sample metrics to test the simulated Logistic Regression classification model running completely in your browser.

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Awaiting telemetry data...

route My Professional Journey

2023

Discovered Programming

Wrote my first line of code and discovered a profound passion for computational problem solving and algorithmic thinking.

2024

Mastered Python & ML Foundations

Deep-dived into data structures, Numpy, and Pandas. Trained my first Scikit-Learn models and solidified my mathematical foundation.

2025

Built Enterprise-Grade Architectures

Developed complex systems like the Heart Disease Predictor and Smart Parking IoT modules, focusing on robust full-stack deployments.

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Journey Complete.

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Project Title

YashwanthNavari / repository-name

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Technologies

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