I Build AI Systems & Software Products That Drive Real Results
For AI startups and founders who need to automate workflows, launch smarter products, or build revenue-relevant software — I design, build, and ship end-to-end AI and software systems.
Technologies
Tech Stack & Tools
Focused on Four Core Areas
Each service area is built around real business problems — not theoretical capabilities.
AI/ML Recommendation Systems
Personalization engines, collaborative filtering, and content-based AI that improve user retention, increase engagement, and surface the right content at the right time.
FinTech ML
Fraud detection, credit scoring, and anomaly detection models that protect revenue, reduce risk, and automate decisions that would otherwise require manual review.
Audio Intelligence Pipelines
Commercial-grade VST/AU plugins, real-time audio analysis, and AI-powered audio processing systems for music tech companies and production environments.
Full-Stack AI-Backed Products
End-to-end software products that combine AI/ML backends with polished frontends — built to production standards and designed to ship fast.
NomoCrit: AI Decision Accountability Infrastructure for Lending
NomoCrit is a founder-built AI governance layer for Indian NBFC and digital lending systems: making credit decisions explainable, auditable, and RBI-aligned in real time, not retrospectively.
Built end-to-end: explainability engine, adaptive threshold recalibration, fairness monitoring, and audit-trail infrastructure. Demonstrates the ability to architect, build, and ship regulated fintech infrastructure from zero — not just a model, a compliance substrate.
Visit NomoCritSelected Work & Delivered Results
Commercial products, AI systems, and software tools built for real business outcomes.
Music Intelligence Platform — Alenka Media
AI system that automates content classification and metadata enrichment for a music tech client. CNN-LSTM hybrid achieves 89% accuracy, enabling the platform to tag and categorize music at scale without manual review.
NomoCrit — AI Governance Infrastructure for Lending
Founder-built AI governance layer for Indian NBFC lending — real-time explainability, adaptive threshold drift detection, and audit-trail infrastructure for RBI-aligned credit decisions.
Scale Lock — Commercial VST/AU Plugin
Production-grade MIDI intelligence plugin used by music producers in professional DAWs. Real-time scale mapping with timeline automation eliminates a key workflow friction point — shipped to a paying client and in active use.
FootstepDetector — AI Audio Plugin
AI-powered VST/AU plugin for game audio and film production that detects and isolates footstep sounds in real time using neural network inference — automating a task that would otherwise require manual audio editing.
What I Build & How I Build It
Applied ML, audio engineering, and full-stack product work — focused on software that creates business value.
Audio Intelligence
- VST/AU plugins for commercial music production
- Real-time MIDI processing & musical intelligence
- Audio ML: classification, analysis, feature extraction
- DSP for effects, synthesis, and sound design
- AI-powered audio analysis pipelines
AI & Machine Learning
- Recommendation and personalization engines
- Fraud detection and anomaly detection systems
- NLP for content analysis and data extraction
- Classification models for business decisions
- Time-series and predictive analytics
Product Engineering
- AI-backed web products: React, Next.js, TypeScript
- Python APIs (FastAPI) and Node.js services
- Database design: PostgreSQL, MongoDB, Supabase
- Production deployment: Docker, Railway, Vercel
- End-to-end: design → build → ship
What Clients Say
Real results for founders, startups, and product teams across music tech, AI, and software.
"Advait is one of the best JUCE programmers out there. He is conscientious, pays attention to detail and goes beyond the call of duty – and beyond the call of the specs – if needed to deliver a professionally well-programmed result. Highly Recommended!"
Founder, ChordBoard Music (US)
VST3/AU Plugin Development
"Very great work will surely be working with him again and very professional and attention to detail"
CEO, Tunem (Malta)
Deep Learning Implementation
"Understood our requirements, suggested improvements, and followed through on them. Would certainly work with him again."
CEO, Alenka Media (India)
Deep Learning & ML Systems
"Really went above and beyond with extra edits to the project even after the work was done. would definitely recommend and will be working with him again."
Audio Production Professional (UK)
Audio Plugin Development
"Advait was a pleasure to work with. professional, skilled, and timely. He took feedback well and delivered excellent work to high standards."
Music Software Company (US)
Audio Plugin Development & Integration
5/5
Average Rating
20+
Projects Delivered
Have a Project in Mind?
AI startups and founders — I help you build the systems that move the needle.
Typical response within 24 hours.