Ranking improvements contributed to a 25% lift in activation while trust-led moderation reduced manual review by 40%.
About
I help teams get past the pilot stage
I'm Rishabh Banga, founder of RBX Labs.
I work with founders, product teams, and operators who do not need more vague AI strategy. They need clarity on what to build, what to ship first, and how to make the work useful in the real world.
My background spans trust and moderation systems at Kampd, workflow transformation at Copart, responsible AI work at Microsoft, ML pipeline execution with NASA, and telecom-scale operational systems at Ericsson. The common thread is simple: take a messy problem, turn it into a working system, and help the team actually use it.
Product, systems, trust, and enablement in one practice
Beyond shipping products directly, I also advise founders and teams on AI adoption, product strategy, market entry, and operating models through roles with organizations like Twill, Expert Dojo, and TechLeader.
No account managers. No handoff to a junior team. You work directly with the person who built the system.
The work has shown up in systems, metrics, and team adoption
AI workflow transformation improved throughput by 30% across high-volume operational work.
Ericsson's L&D Rockstar recognition, 692 attendees trained across 606 delivery hours, and Intel-led workshops with institutional partners.
The work sits at the intersection of product, systems, trust, and enablement
RBX Labs is founder-led by design. If we work together, you work directly with the person shaping the product, the system, and the execution path.
01
Trust and moderation
I have built real-time scoring, policy-driven workflows, and ranking logic that improved relevance while reducing manual review.
02
AI workflow systems
I design internal tools, copilots, operating models, and decision structures that help teams move from experimentation to something they can actually run.
03
Product and go-to-market
The work does not stop at the feature. I have worked across onboarding, packaging, activation, and GTM so what gets built can also land with real users.
04
Teaching, workshops, and enablement
Awarded Ericsson's L&D Rockstar recognition after delivering 606 hours of sessions for 692 attendees, alongside Intel-led workshops with BITS Pilani, CHARUSAT, and KreativDistrikt.
I also help people and teams build the confidence to use this work well
Current and ongoing
Teaching, workshops, and sponsored programs
Part of the value I bring is not just building the system, but helping people understand how to work with it. I currently volunteer as a Section Leader for Stanford's Code in Place, supporting the first half of CS106A through intro Python teaching, debugging help, and guided problem-solving.
I have also delivered AI and innovation workshops with Intel and institutional partners such as BITS Pilani, CHARUSAT, and KreativDistrikt, along with long-form technical training through Ericsson that led to the L&D Rockstar award after 606 hours of sessions delivered for 692 attendees.
That work is backed by public references and credentials, including Ericsson recognition, BITS Pilani workshop, CHARUSAT workshop, KreativDistrikt session, and Adobe Creative Educator certification for AI-powered tools.
Ecosystem work
Advisory, mentoring, and founder support
Founder support
Twill, Expert Dojo, TechLeader
Evaluation roles
MIT Solve, MIT $100K
Recognition
Intel Software Innovator
Contact
Bring the product, workflow, or launch question
A short working session for founders, product leaders, and operators who need clarity on what to build next.
Pick a time that works for you and I’ll come prepared to talk through your product, workflow, or launch question.