Ritu M. — CTO

I'm a Technical Leader and Machine Learning Engineer who loves building intelligent systems that solve real problems at scale. With a Master's in Advanced Computer Science (AI/ML) from the University of Leeds, I focus on taking cutting-edge technology from concept to production. Currently at LanceSoft, Inc., I lead cross-functional teams developing ML-powered automation platforms. Recently, I architected an intelligent document processing system using scikit-learn, spaCy, and Azure Computer Vision that achieves 99% extraction accuracy and reduced manual processing time by 95%. I built scalable FastAPI microservices on Azure Kubernetes that handle over 50,000 API calls monthly, with automated CI/CD pipelines for continuous improvement. At Cloudflare, I drove cybersecurity innovation by designing algorithm-driven defense systems that strengthened platform security at internet scale. My work at Amazon refined my skills in large-scale data engineering, where I built pipelines processing terabyte-scale datasets to drive business intelligence. My technical experience spans machine learning (scikit-learn, spaCy, TensorFlow), cloud platforms (Azure, AWS), backend engineering (FastAPI, Python, Docker/Kubernetes), and DevOps automation. I'm passionate about mentoring teams, driving technical strategy, and delivering solutions that scale from prototype to production. I thrive in environments where complex technical challenges meet real business impact. Let's connect if you're interested in ML engineering, technical leadership, or building intelligent systems that matter.

Stackforce AI infers this person is a Machine Learning Engineer with expertise in SaaS and automation solutions.

Experience: 5 yrs 11 mos