UMAIR IMRAN
Building real-time, production-ready AI systems across multimodal RAG, computer vision, and image-generation pipelines
About Me
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AI/ML Engineer passionate about building production-ready intelligent systems
I'm an AI/ML Engineer with hands-on experience building real-time, production-ready AI systems across multimodal RAG, computer vision, and image-generation pipelines. I specialize in developing advanced vision systems including object detection, image captioning, and custom image-generation workflows using diffusion models.
Experienced in LLM orchestration, model fine-tuning, and backend engineering, with a strong focus on scalability, reliability, and delivering AI-powered products for healthcare, enterprise, and global users.
Education
Bachelor of Sciences in Computer Science
SABAC - University of the Punjab
2018 - 2022
"Building production-ready AI systems that solve real-world problems in healthcare, enterprise, and beyond."
Featured Projects
Interactive gallery showcasing AI/ML projects that push the boundaries of what's possible
Medical Notes Assistant
Real-time assistant that converts doctor-patient conversations into structured SOAP notes. Whisper-based system supporting long-form audio and noisy environments with custom speaker merging logic.
AI Receptionist (Behavioral Health)
Agentic receptionist capable of patient intake, symptom triage, appointment scheduling, and FAQ answering. Custom intent-routing and memory persistence for multi-turn contextual dialogues.
Multimodal Summarization System
System that ingests video, audio, and images to generate structured summaries or step-by-step processes. Uses Whisper, video captioning, and image understanding pipelines.
Experience Timeline
My journey in AI/ML engineering and building production systems
Senior Machine Learning Engineer / Consultant
SazebTech
April 2025 - Present • USA - Remote
Leading AI/ML consulting projects and developing production-ready AI systems for enterprise clients.
Senior Machine Learning Engineer
AxcelerateAI
May 2022 - Oct 2024 • Lahore, Pakistan
Led development of multiple end-to-end AI/ML projects across computer vision, LLMs, and generative AI. Trained and fine-tuned diffusion models for image generation. Built RAG applications using Gemini, GPT-based models, and open-source LLMs. Trained and deployed CV models including YOLO, ResNet. Created scalable training pipelines on AWS SageMaker. Deployed ML systems on AWS and GCP with CI/CD.
Game Developer
Legion Gamerz
Jan 2022 - May 2022 • Lahore, Pakistan
Built gameplay mechanics, UI systems, and optimized performance for multiple Unity-based titles.
Freelancer
Self-Employed
Jan 2021 - Present • Remote
Developed full-stack web applications and internal dashboards. Collaborated remotely with cross-functional teams to deliver production-grade features.
ML Intern
CVML Lab, KICS-UET
Internship • Lahore, Pakistan
Trained classical ML models for regression & classification. Created an annotation tool for both windows and web platforms.
Web Developer Intern
FLUX
3 months • Lahore, Pakistan
Assisted in frontend and backend feature development for web applications.
Tech Stack
Technologies and tools I use to build intelligent systems
Machine Learning Frameworks/Libraries & Tools
Computer Vision
Image Generation
AI Systems & RAG
Backend & Infrastructure
Frontend & Tools
Let's Collaborate
Ready to collaborate on the next big AI innovation? Let's build something amazing together. Book a meeting or send me a message.
Schedule a Meeting
"Ready to process your ideas into reality!"
Connect With Me
© 2025 Umair Imran. Engineering the future with AI.