Available for Opportunities

Pranshu
Jivrag

Building intelligent systems at the intersection of deep learning, computer vision, and production-grade engineering.

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Building the future with intelligent systems

I'm a final-year B.E. Information Technology student at Government Engineering College, Chh. Sambhajinagar, with a deep passion for artificial intelligence and machine learning. I build production-ready systems that bridge the gap between research-grade AI and real-world deployment.

From real-time sign language detection achieving 97.20% accuracy to medical AI pipelines with 99.75% ROC-AUC, I engineer solutions that push the boundaries of what's possible. My work spans computer vision, deep learning, and explainable AI โ€” always with a focus on impact.

As the Competitive Programming & DSA Lead of our college's technical club, I've mentored 300+ students and organized 5+ hackathons, building communities around problem-solving and innovation.

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Best Model Accuracy
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Production Projects
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Students Mentored
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IEEE Paper (Under Review)

Skills & Technologies

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Machine Learning & Deep Learning

TensorFlow PyTorch Keras Scikit-learn XGBoost CNN DenseNet Grad-CAM SHAP
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Computer Vision & Data

OpenCV Python Pandas NumPy Matplotlib Seaborn SQL EDA
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Backend & Deployment

Flask REST APIs Streamlit Git GitHub ML Pipelines Model Serving
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Techniques & Workflow

Feature Engineering Model Evaluation Hyperparameter Tuning Transfer Learning Explainable AI Data Pipelines

Projects that push boundaries

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Sep 2025 โ€” Dec 2025

Real-Time Indian Sign Language Detection System

Engineered a real-time ISL recognition system using Computer Vision to translate hand gestures into text across 35 alphabetic classes. Optimized inference to <50ms at 30 FPS on standard CPU hardware.

97.20% Accuracy <50ms Latency 30 FPS
OpenCV TensorFlow CNN Python
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Aug 2025 โ€” Oct 2025

Pneumonia Detection ML Pipeline & Backend

Built an end-to-end ML pipeline for pneumonia detection from chest X-rays. Fine-tuned DenseNet121 with Grad-CAM for visual explanations, achieving near-perfect diagnostic performance.

97.18% Accuracy 98.04% F1-Score 99.75% ROC-AUC
DenseNet121 Grad-CAM TensorFlow Flask
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Jan 2025 โ€” Feb 2025

Explainable ML-Based Real Estate Price Prediction

Implemented XGBoost regression with a Flask backend serving real-time predictions. Full data pipeline with feature engineering and SHAP-based model interpretability.

Rยฒ โ‰ˆ 0.88 SHAP Explainability
XGBoost SHAP Flask Pandas

Research & Innovation

IEEE Conference 2026 โ€” Under Review

"Uncertainty-Aware Attention Mechanism for Pneumonia Detection Using Chest X-Rays"

Co-authored research paper proposing a novel uncertainty-aware attention mechanism for improved pneumonia detection in chest X-ray images. Submitted December 2025.

Achievements & Leadership

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Hackslash โ€” CP & DSA Lead

Led the Competitive Programming & DSA division of the college's top technical club. Conducted 5+ workshops, coding competitions, and hackathons for 300+ students. Mentored peers in data structures and algorithms.

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Tata โ€” GenAI Powered Data Analytics Simulation

Completed Forage's GenAI-powered analytics simulation covering EDA, credit delinquency risk analysis, predictive modeling, and responsible AI design for financial decision-making.

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Academic Excellence

Scored 93.40% in Class X (CBSE) and 78.00% in Class XII (HSC). Currently pursuing B.E. in Information Technology at Government Engineering College, Chh. Sambhajinagar (Expected 2026).

Let's build something extraordinary

Whether it's an AI research collaboration, a startup project, or a crazy idea that needs engineering โ€” I'm always open to connecting with builders and innovators.

pranshu@portfolio ~
โ†’ whoami
Pranshu Jivrag โ€” AI/ML Engineer
โ†’ cat skills.json | head
{ "core": ["Python", "TensorFlow", "PyTorch"] }
โ†’ echo $STATUS
๐ŸŸข Ready for new challenges
โ†’ cat motivation.txt
"Ship fast. Learn faster. Build things that matter."
โ†’