Nihal S.
Physical AI engineer & Computer Vision Expert. Building Physical AI, CV, Robotics pipelines. Python and C++
- Role
- Mlops - Computer Vision Engineer at BNSF Railway
- Location
- Austin, TX, US
- LinkedIn followers
- 500 followers
About Nihal S.
Machine Learning Engineer with expertise in AI, ML, and computer vision. I\'ve successfully executed projects such as converting 3D LiDAR scans to 2D floor plans, Digital Twin setups, People Identification and Tracking, Machine Vision, camera calibration, and localization. By leveraging OpenCV, TensorFlow, and PyTorch, I\'ve achieved high accuracy in computer vision and machine learning algorithms. Skilled in building custom vision architectures in C++, my versatile skill set includes C, C++, Python programming, data structures, data modeling, software architecture, and proficiency with MLOps tools. My expertise extends beyond computer vision, making me valuable for a wide range of machine learning products.Fields : Robotics, Machine Learning, Deep learning, Data Science, Computer VisionMy Skills include:Languages: Python, C, C++, Shell-ScriptPackages/API: TensorFlow, Keras, ROS, Pandas, Scikit-Learn, SciPy
Experience
Mlops - Computer Vision Engineer
Mar 2025 — Present · Austin, TX, US
Created a scalable python based Deep Learning Inference/Perception Pipeline which can run multiple deep learning perception stacks, Enabled BNSF to monitor theft detections on Edge devices around BNSF railways.• Achieved a 70% boost in model inference speed by implementing quantization techniques and optimizing model architecture for real-time performance on edge devices.• Implemented in-house web-based Inference client API to enable Deep learning inference in environments where edge systems cannot run deep learning which was 40% faster than older version.
Education
University of Georgia - Franklin College of Arts and Sciences
Master of Science (M.S.), Computer Science
2016 — 2018
St. Joseph Engineering College
BE, Computer Science & Engineering
2009 — 2013
St Aloysius High School
10th, General
2006 — 2007
St. Aloysius (Deemed to be University)
12th; Pre-University, Computer Science
2007 — 2009
Skills
- Deep Learning
- Javascript
- Tensorflow
- C
- Programming
- Java
- Visual Studio
- Html
- Android
- Computer Science
- C#
- .net
- English
- Python
- Kotlin
- Microsoft Word
- Sql
- Linux
- Asp.net
- Php
- Windows
- Eclipse
- Project Management
- Xcode
- Jsp
- Microsoft Office
- Mysql
- Unix
- Powerpoint
- Microsoft Excel
- Photography
- Machine Learning
Find verified contacts for anyone on LinkedIn
Unifers gives sales teams verified emails and direct dials, enriched profiles, and outreach that lands in the inbox.
Free plan included · No credit card required
This profile is compiled from publicly available professional sources. Unifers is not affiliated with or endorsed by LinkedIn. Request removal of this profile.