Open to opportunities

prady User

@prady

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AI developer and ML enthusiast building applications and production-ready web platforms with full-stack architectures.

India

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What I'm looking for

I seek roles combining full‑stack development and applied ML where I can build production systems, collaborate cross‑functionally, and grow in AI/agentic workflows.

I am a full‑stack developer and machine learning practitioner with hands‑on experience building AI‑driven applications, production web platforms, and agentic workflows. I have designed end‑to‑end ML inference pipelines, integrated deep learning models for real‑time classification, and implemented React/Flask systems with advanced interactive features like 3D virtual try‑on.

My projects include a real‑time lung sound classification app, an AI‑enhanced e‑commerce fashion site, a malware detection system, and agentic recipe generation using Groq LLMs. I combine practical engineering skills (React, Flask, TensorFlow) with a focus on delivering user‑centered, deployable solutions and continual learning in modern AI architectures.

Experience

Work history, roles, and key accomplishments

Data Scientist

Malware Detection System

Created a malware classification pipeline using static analysis of PE headers and classical machine learning models for feature extraction and detection.

Python scikit learn Static Analysis PE Header Analysis Feature Engineering Malware Classification Model Evaluation

Machine Learning Engineer

Stethoscope App

Developed a real-time lung sound classification system with a Flutter frontend and Flask API, integrating CNN, ResNet50, and ViT models to deliver end-to-end audio preprocessing and inference.

Flutter Flask TensorFlow CNN ResNet50 Vision Transformer Audio Preprocessing ML Inference

AI Engineer

Agentic Recipe Maker

Built an agentic AI workflow for recipe generation using Groq LLM backend and function-based tools to enable ingredient substitution and dynamic recipe creation.

GROQ LLM Python Agentic Workflows Tooling Prompt Engineering Function based APIs Recipe Generation

Full Stack Developer

Aurel

Built a fashion e-commerce platform with a React frontend and Flask backend, implementing Three.js-based 3D virtual try-on and AI-powered pattern generation for dynamic clothing customization.

ReactJS Flask 3D Visualization Frontend Development Backend Development AI Pattern Generation UX

Education

Degrees, certifications, and relevant coursework

Keshav Memorial Institute of Technology

Bachelor of Technology, Computer Science and Engineering

2022 -

Grade: CGPA: 7.4

Activities and societies: Projects: Stethoscope App (Flutter, Flask, TensorFlow), Aurel e-commerce (React.js, Flask, Three.js), Malware Detection System, Agentic Recipe Maker; Technical skills and certifications.

Pursuing a B.Tech in Computer Science and Engineering with coursework and projects in machine learning, web development, and systems.