Adnan Irshad

Python AI Developer

Zucchetti • Fulltime

May 2023 - Present • 3 yrs

As a Python AI Developer, I design and deploy production-grade AI microservices for enterprise automation products.. My core focus is building secure, scalable Python (FastAPI) backends that process high volumes of unstructured data. I engineer document intelligence pipelines using OCR and LLMs to parse complex, layout-rich PDFs, implementing semantic search, structured data extraction, and automated PII anonymization for GDPR compliance. I also develop Generative AI agents for real-time speech-to-speech conversational workflows and RAG-based content generation. I productize research prototypes into robust cloud services on AWS Kubernetes using Docker, ensuring reliability with automated regression testing, structured logging, and fault-tolerant retry mechanisms.

Associate Python Developer

Abletech Solutions Pvt. LTD • Fulltime

Dec 2020 - Dec 2022 • 2 yrs

As an Associate Python Developer, I engineered and deployed end-to-end computer vision systems using PyTorch and TensorFlow. I specialized in object detection, face recognition, and segmentation workflows, optimizing deep learning models for edge devices like NVIDIA Jetson Nano and TX2 to ensure low-latency performance in real-world environments. I developed robust data pipelines for dataset collection, preprocessing, and annotation, enabling repeatable training cycles for quality inspection using Detectron2. My role involved integrating complex CV models with application logic to deliver reliable MVPs, translating business requirements into operational systems while emphasizing logging, stability, and cross-functional collaboration.