// Services

HOW I CAN
HELP YOU

I work with teams, founders, and individuals across three modes — strategic advisory, hands-on development, and one-to-one mentorship. All engagements are tailored; reach out and we’ll figure out the right fit.

01

Advisory

Strategic guidance for AI, software architecture, and product direction

Whether you're a startup trying to make principled technology bets, an organisation navigating an AI transition, or a team that needs a senior technical voice in the room — I offer structured advisory engagements. Expect candid, experience-backed input grounded in over a decade of production engineering and active research.

  • AI/ML system design and architecture reviews
  • Neural Architecture Search and computer vision strategy
  • Technology stack evaluation and modernisation roadmaps
  • iGaming platform development, intelligence systems, and scaling strategy
  • Research direction and publication strategy for applied AI teams
  • Engineering culture and clean code advocacy
Book a session
02

Design, Product & Feature Development

From concept to production-ready — built with intent

I take on focused engagements to design and implement features, products, or systems end-to-end. With a background spanning full-stack development, computer graphics, data engineering, and AI, I can own a problem from whiteboard to deployment. I work best on problems that are technically interesting and require both engineering rigour and design sensibility.

  • Full-stack web and platform development (React, Next.js, Node.js, .NET, Python)
  • AWS and Azure cloud architecture, managed services, and cost optimisation
  • Data pipelines, data streams, ML model integration, and AI-powered features
  • WebGL, real-time graphics, and interactive visualisation
  • iGaming platform development, player-facing AI features, AI-driven workflows, and game engine development
  • System design, API architecture, and database modelling
  • Code quality audits, refactoring, and technical debt reduction
Discuss a project
03

Mentorship

Accelerating engineers and researchers who want to level up

I mentor developers and researchers at various career stages — from junior engineers learning to write production-grade code, to mid-level engineers preparing for senior roles, to researchers wanting to bridge the gap between academia and industry. Sessions are hands-on, direct, and tailored to where you are and where you want to be.

  • Career direction for software engineers targeting senior / staff roles
  • Breaking into AI/ML from a software engineering background
  • Research mentorship or collaboration in machine learning and computer vision
  • Clean code, architecture thinking, and engineering craftsmanship
  • Portfolio and project review for job seekers
  • Technical interview preparation and system design coaching
Get in touch

NOT SURE WHERE TO START?

Send a short note, and we’ll work out the best way to collaborate.

prashaanpillay@live.com