Hi, I'm Erwin DSouza - ML and Full-stack Engineer
I thrive on pushing the boundaries of AI and machine learning, turning complex models into robust applications. My passion lies in architecting innovative solutions and leading technical strategy, especially within dynamic startup environments and deep tech.
At a glance
Curated signals on strengths, focus areas, and how they can help.
Co-founded a tech startup, driving technical strategy and execution.
Currently a Principal Engineer at Cascade, shaping engineering excellence and technical direction.
Can offer expertise in building scalable ML systems and guiding full-stack development for AI products.
🚀 Career trajectory
Machine Learning Engineer
Gained foundational ML experience at Thinking Machines Data Science, focusing on practical applications of ML.
✦ Machine Learning
✦ Data Science
Technical Co-founder
Led technical innovation and product development as a co-founder at Lab Foresight.
✦ Startup
✦ Co-founder
✦ Entrepreneurship
Full Stack ML Engineer
Applied full-stack development skills to ML challenges at Visory.
✦ Full-stack
✦ ML Engineering
✦ Software Development
Principal Engineer
Currently driving engineering excellence and strategic technical direction at Cascade.
✦ Principal Engineer
✦ System Design
✦ Leadership
💪🏻 Superpowers
Full-Stack ML Architecture Builder
Translating complex ML models into robust, scalable applications.
✦ Architected and deployed ML solutions using AWS/GCP and Docker.
✦ Developed end-to-end applications with Django and React Native.
✦ Specialized in distributed systems and CI/CD for seamless integration.
AI Innovation Catalyst
Driving advancements in machine learning and artificial intelligence.
✦ Applied PyTorch, scikit-learn, and NumPy for advanced ML tasks.
✦ Gained expertise in NLP and Reinforcement Learning.
✦ Contributed to pioneering work with OpenAI models.
Startup Launchpad
From technical co-founder to principal engineer, building and scaling.
✦ Co-founded a tech startup, managing technical strategy and execution.
✦ Transitioned from startup founding to principal engineering roles.
✦ Focused on Lean startup principles and agile development.
I'm excited about
✦ Exploring new frontiers in AI research and development.
✦ Connecting with peers to discuss cutting-edge ML applications.
✦ Discovering emerging startups and potential investment opportunities.
I can help with
✦ Offer expertise in building scalable ML systems and distributed architectures.
✦ Provide guidance on full-stack development for AI-powered products.
✦ Share insights from startup founding and technical leadership.
I would love your help on
✦ Identifying potential collaborators for advanced AI research projects.
✦ Finding mentors with deep expertise in AI ethics and governance.
✦ Connecting with VCs interested in deep tech and AI startups.
