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Architecting Intelligence from Data

Sonu Prasad Mahato // AI/ML Developer

Transforming complex data into actionable insights through innovative machine learning solutions. Specializing in AI, data science, and computer vision.

Sonu Prasad Mahato
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< Core Logic />

As an evergreen learner and AI/ML Developer with a strong foundation in programming, I specialize in transforming complex data challenges into elegant solutions. With over 2+ years of experience in AI/ML development, I've developed expertise in data analytics, machine learning, and deep learning.

Machine Learning

Developing intelligent systems that learn and adapt from data patterns.

Data Science

Extracting meaningful insights from complex datasets.

Data Engineering

Building robust data pipelines and infrastructure.

Experience

  • 2+ years as AI/ML Developer
  • Data Analytics
  • Machine Learning
  • Deep Learning

Education

  • B.E Degree
  • Electronics and Telecommunications Engineering
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< Outputs / Case Studies />

Explore my portfolio of data science and machine learning projects, showcasing practical applications of AI technologies to solve real-world problems.

Loan Status Prediction
Machine LearningPythonClassification+1

Loan Status Prediction

A machine learning model to predict loan approval status based on applicant information using classification algorithms.

accuracy:86%
algorithms:Random Forest, SVM, Logistic Regression
features:12 key features analyzed
Disease Detection System
Deep LearningHealthcareTensorFlow

Disease Detection System

An AI-powered system for early disease detection using patient data(symptoms).

accuracy:92%
model:Supervised Machine Learning
dataset:
DeepFake Detection of Images using Deep Learning
Deep LearningComputer VisionFastAPI+1

DeepFake Detection of Images using Deep Learning

A deepfake image detection system using deep learning, identifying AI-generated faces with high accuracy.Trained on datasets from StyleGAN2, FFHQ, and CivitAI to ensure robust feature extraction and classification.Deployed as a publicly accessible website for real-time deepfake detection and user interaction.

throughput:10K events/sec
latency:<100ms
dataset:20,000 Real and AI Generated Images

< Research Logs />

Dive into my technical articles where I share insights, methodologies, and learnings from my data science and machine learning projects.

Loan Status Prediction: A Machine Learning Journey
February 4, 2023
8 min read

Loan Status Prediction: A Machine Learning Journey

Exploring the process of building a machine learning model to predict loan approval status, from data preprocessing to model evaluation.

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More Coming Soon

New research articles and technical insights are in the works.

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More Coming Soon

New research articles and technical insights are in the works.

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Get In Touch

Have a project in mind or want to discuss potential collaborations? Feel free to reach out through any of the channels below or use the contact form.

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