From deep learning architectures to billion-parameter foundation models to goal-driven agentic systems, we help you engineer the core technologies of modern AI — not just the interfaces.
Machine learning scientists & deep learning architects at the core. We design from first principles — not prompt hacks or prebuilt chains. From time-series & multi-modal models to advanced transformers, we solve with rigorous ML science.
Secure data flows, encryption end-to-end. Enterprise IAM, audit trails, granular access controls. Ready for GDPR, DPDP, HIPAA, SOC2 — and your auditors. AI that's transparent, defensible, and safe to trust.
Architectures for thousands of users & billions of data points. Dynamic GPU/TPU scaling, smart caching, sharding, low-latency failover. Smooth performance as you grow.
Turning messy enterprise data into AI's strongest foundation. Connect anything, clean & standardize, build ML features, compliance-ready by default. Real intelligence comes from mastering your data.
The minds behind QuantLabs
Trusted by teams from leading organizations
QuantLabs is led by machine learning scientists, deep learning architects, and data infrastructure engineers who have designed and deployed some of the most advanced AI systems in the world.
Early Contributors of MCP Protocol
10+ patents across ML optimization
Multi-billion parameter deployments
We're not just developers, we're the engineers shaping tomorrow's intelligence.
What sets us apart in scale & expertise
Bespoke ML & AI systems delivered across regulated industries
Enterprise data transformed into structured ML pipelines
Uptime AI infrastructures, built for billions of data points
Compliance audit pass rate on all deployments
Fragmented patient data scattered across unstructured PDFs, handwritten forms, disparate EHRs making it impossible to extract insights.
Built a secure platform that extracts & normalizes multi-source healthcare data, maps to international standards like ICD, SNOMED, LOINC, FHIR.
Manual generation of investment memos required analysts to consolidate data from unstructured sources, consuming days per deal.
Deployed a secure agentic system that ingests, normalizes, and unifies data from diverse financial sources to auto-generate investment memos.
Enterprises needed to navigate rapidly changing ESG regulations across countries and industries with scattered compliance documents.
Built a personalized ESG Co-Pilot that integrates regulatory data from global frameworks and provides real-time, company-specific compliance advice.
Core technologies we master
CNNs, RNNs, transformers, diffusion models, custom loss engineering
Custom instruction-tuned models, RAG pipelines, memory graphs
Language, vision, and tabular systems tailored to your domain
Autonomous pipelines that learn, plan, reason and execute
TEE-backed inference, secure enclaves, privacy-preserving AI
From PDFs to handwritten logs, building robust structured data streams
We build core technologies of modern intelligence, agentic, autonomous — beyond interfaces and wrappers.
Bespoke AI development, end-to-end
Architected from scratch for your data, objectives, and regulatory needs
Evaluate your landscape, data, and readiness
Rapid validation with the same compliance rigor as production
Specialized LLMs or multi-modal models trained on your context
Continuous learning pipelines, robust monitoring, retraining, global deployments
IAM, RBAC, encryption, audit logs, compliance frameworks
No off-the-shelf templates. Bespoke intelligent systems, engineered exclusively for Enterprises and start-ups.
Let's discuss how we can help you build production-grade AI systems that scale, comply, and deliver real business value.