Nouman Aziz

Senior Machine Learning Engineer

Tronix • Full-time

Oct 2024 - Present • 2 yrs

Building production Generative AI, agentic AI and computer vision systems. - Agentic AI sales ecosystem: lead discovery agent, sales discovery scripts, multi-channel outreach and a real-time meeting copilot (live transcription + RAG). - AI-powered ATS ranking thousands of resumes with vector search. - USPTO patent drafting automation with image generation and compliance checks. - Expert matching platform and VoGo dual-chatbot job matching. - Challenge extraction and challenge-to-solution mapping over PDFs and web sources. - RAG code analysis system (Claude + FAISS) with incremental indexing via Git diffs. - Object detection, segmentation and tracking for real-time video. - UK education data pipeline for Ofqual-registered qualifications.

Machine Learning Engineer

Fabulous • Full-time

Jul 2023 - Oct 2024 • 1 yr 3 mos

- RAG chatbots with OpenAI, LangChain and Hugging Face LLMs (LLaMA 2) on custom data in vector databases. - Slack chatbot (Bolt + OpenAI) for organisational knowledge queries. - OCR and table extraction from scanned PDFs with AWS Textract and Azure Document Intelligence, including automated invoice generation. - Avatar generation with Stable Diffusion and DALL-E. - AI CV matcher with skill-gap insights; fine-tuned domain Q&A chatbot. - Image manipulation suite (SAM, OpenCV, ImageMagick) for pattern and logo placement on clothing.

Data Scientist

Machine Learning 1 • Full-time

Jan 2023 - Jul 2023 • 6 mos

- Sales forecasting pipeline from the Odoo API with time-series models and automated purchase orders. - Real-time facial recognition using a MongoDB employee image database. - Number plate detection and car model recognition. - Voice cloning with open-source models. - YOLOv5 text detection; background and text-overlay removal.