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Piyush SahaniPS
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Piyush Sahani

@piyushsahani1

Machine Learning Engineer at Radiance Technologies building production computer vision and agentic AI systems.

India
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At Radiance Technologies, I design and deploy computer vision systems for industrial automation, including vehicle inspection and railway track obstruction detection. I also build inference APIs for real-time image and video processing.

I developed a rule-based reasoning engine with FAISS and Sentence Transformers for inspection decisions, and an agentic AI banking platform using the Mistral AI API to automate fraud workflows, reporting, and email generation.

Earlier, I developed machine learning models and Flask and Streamlit applications at Techqkonnect(klaere), including image recognition models whose accuracy I helped increase by 15%. I also taught Python and AIML at Static Int. Educare and built projects in facial emotion recognition and EEG signal analysis.

Experience

Work history, roles, and key accomplishments

RT
Current

Machine Learning Engineer

Radiance Technologies

Sep 2025 - Present (1 year)

Designed and deployed production-grade Computer Vision solutions for industrial automation, including vehicle attachment detection, vehicle classification, color detection, and railway track obstruction detection using YOLO, TensorFlow, RT-DETR, and OpenCV. Built scalable AI inference APIs using FastAPI and Flask, and developed an Agentic AI-powered banking automation platform using the Mistral AI

SE

Python Instructor and Developer

Static Int. Educare

Jun 2024 - Jul 2024 (1 month)

Instructed Python and AIML to approximately 40 students over a one-month period. Developed and delivered curriculum focusing on Python programming fundamentals and data analysis.

Education

Degrees, certifications, and relevant coursework

VT

Vidyavardhini's College of Engineering and Technology

Bachelor of Computer Science, Computer Science

2021 - 2025

Pursued a Bachelor of Computer Science with a specialization in Data Science.

PC

Patuck Junior College

Higher Secondary Education, General Studies

2019 - 2021

Grade: 84.66%

Completed higher secondary education.

DE

DeepLearning.AI

Neural Networks and Deep Learning, Deep Learning

Completed a certification in Neural Networks and Deep Learning.

UP

upGrad

Introduction to Natural Language Processing, Natural Language Processing

Completed a certification in Introduction to Natural Language Processing.

CO

Cognizant

AI Virtual Experience Program, Artificial Intelligence

Completed the AI Virtual Experience Program.

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