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Gouresh Madye

@goureshmadye

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AI/ML-focused software engineer specializing in computer vision and production-ready ML systems.

India

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What I'm looking for

I seek engineering roles where I can build and deploy computer vision and NLP models in production, collaborate cross-functionally, and grow in ML systems and MLOps.

I am an AI/ML-focused software engineer with hands-on experience building and deploying computer vision and NLP systems. I blend deep learning research with pragmatic engineering to deliver production-ready solutions that improve operational efficiency.

During internships, I developed an enhanced PDF table extraction system that improved information retrieval accuracy by 20%, and I curated domain-specific datasets and evaluated models achieving up to 93.87% accuracy and a 0.9376 F1-score.

My projects include a ResNet50-based fetal heart disease detection pipeline deployed with Flask and Gunicorn, and an OCR-to-LLM medical prescription pipeline integrating Google Cloud Vision, Qwen, and BioBERT options for drug-interaction checks.

I lead cross-functional teams as a former CEO of ISTE VESIT, managing 50 members to run workshops and large events, and I bring strong engineering discipline with tools like Docker, GitHub, PyTorch, TensorFlow, and Flask.

Experience

Work history, roles, and key accomplishments

Project Intern

Larsen & Toubro Limited

Jun 2025 - Jul 2025 (1 month)

Developed an enhanced PDF table extraction system for quality inspection workflows, implementing keyword detection and custom regex to automate data extraction and improving information retrieval accuracy by 20%.

Python Regex PDF Parsing Data Extraction OpenCV Automation Quality Assurance

Research Intern

Vivekanand Education Society's Institute of Technology

Jun 2025 - Jul 2025 (1 month)

Curated a domain-specific dataset and implemented CNN+LSTM, I3D, and YOLOv8+ResNet models for evaluation, achieving 93.87% accuracy and 0.9376 F1-score with the YOLOv8+ResNet hybrid.

Deep Learning YOLOv8 ResNet CNN+LSTM Model Evaluation PyTorch Computer Vision

Education

Degrees, certifications, and relevant coursework

Vivekanand Education Society's Institute of Technology

Bachelor of Engineering, Engineering

Grade: 8.6/10 (up to Sem 6)

Activities and societies: Chief Executive Officer, ISTE VESIT; led a 50-member team to organize workshops, a flagship event, and a hackathon with 350+ participants.

Pursuing Bachelor of Engineering with an aggregate CGPA of 8.6/10 up to semester 6, expected graduation in May 2026.