Siddharth Rangwa
0%
Professional Core
I build real-world AI systems — biometric authentication, computer vision pipelines, and LLM-powered voice agents. Passionate about turning deep learning research into production-ready applications that scale.
2+
Years Experience
6
Production Systems
Multi-modal iris, palm, face, and voice authentication with real-time inference pipelines.
Real-time detection and tracking with YOLOv8, DeepSORT, OpenCV, and OCR pipelines.
LLM-powered voice agents, intent classification, and RAG-based semantic systems.
Scalable microservices with Flask, FastAPI, Docker, and Kubernetes on Google Cloud.
Capabilities
Programming
ML / AI
Backend
Computer Vision
DevOps / Cloud
Tools
Portfolio
Explore my production neural networks.
Experience
April 2025 — Present
XS Infosol · Noida, India
Designing multi-modal biometric authentication integrating iris, palm, face, and voice recognition. Building image processing pipelines — preprocessing, segmentation, feature extraction — with OpenCV and TensorFlow. Deploying scalable Flask APIs with model optimization via quantization and pruning.
January 2025 — April 2025
XS Infosol · Noida, India
Built a computer vision pipeline for palm detection using OpenCV with contour analysis and adaptive thresholding. Developed RESTful APIs with Flask, managed the full dataset lifecycle, and implemented NumPy/Pandas preprocessing pipelines for model integration.
Jul 2023 — Aug 2023
RDSO · Lucknow, India
Developed responsive web interfaces for internal government systems using HTML, CSS, and JavaScript with cross-browser compatibility. Integrated frontend components with backend services via RESTful APIs and applied structured debugging practices to improve code quality.
2020 — 2024
Dr. A.P.J. Abdul Kalam Technical University · Lucknow
Specialized in Machine Learning, Deep Learning, and Computer Vision. Coursework included Data Structures, Algorithms, and Database Systems.
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