f(x) = max(0, x) // ReLU
σ(x) = 1 / (1 + e^-x) // Sigmoid
f(x) = { 0 if x<0, 1 if x≥0 } // Step
f(x) = tanh(x) // Hyperbolic
B2K Research Core

Architecting
Intelligence.

Managed Research as a Service. We build, train, and deploy agentic AI systems and high-performance backends to accelerate your deep tech innovation.

b2k-core — bash — 80x24
Domain Specialization

Applied Intelligence.

Translating complex academic hypotheses into production-grade systems across key industries.

BioTech / Medical

Clinical Intelligence

  • Genomics Pipeline
  • Clinical Data Analysis
  • Drug Discovery

Computer Vision / LLMs

Neural Architecture

  • Vision Models
  • Large Language Models
  • Multimodal AI

NLP / Haptics

Sensory Computing

  • Language Processing
  • Tactile Interfaces
  • Signal Processing

Deep Tech Dev

System Architecture

  • Distributed Systems
  • Cloud Infrastructure
  • ML Ops
Operational Capabilities

Core Services.

Comprehensive research infrastructure tailored to your deep tech innovation pipeline. We abstract the complexity so you can scale.

Research Support

End-to-end research orchestration from hypothesis generation to final publication.

Experimental Design
Data Collection & Analysis
Statistical Modeling
Literature Review
R&D PIPELINE // ONLINE

Patent & Standards

IP strategy and rigorous technical documentation for regulatory and SEP compliance.

Patent Portfolio Strategy
Technical Writing
Standards Compliance
Prior Art Analysis
IP_STRATEGY // SECURE

Deep Tech Dev

Production-grade systems engineering for advanced research infrastructure.

ML Pipeline Architecture
Scalable Compute Systems
API Development
DevOps & Deployment
SYS_ENG // SCALING
Core Team // Origin Story

The Minds Behind the Matrix.

Born from elite research labs, we bridge the gap between academic rigor and industrial execution. Our multidisciplinary team combines deep domain expertise in biotechnology, machine learning, and systems engineering.

We've architected research infrastructure for Fortune 500 companies and premier institutions. Our mission: accelerate the path from hypothesis to production.

Elite
Research Roots
50+
Deep Tech Projects
20+
PhD & AI Experts
10+
Years Innovation
Futuristic AI Robot
System ModelAxiom v4.0
Deployed Architectures

Case Studies.

Proven engineering impact across biotech, agentic AI, and deep tech research domains.

Healthcare AI

Clinical Decision Support System

The Challenge

A healthcare provider needed to process 10,000+ patient records daily for early disease detection with limited ML infrastructure.

Executed Solution

Deployed distributed computer vision pipeline with custom CNN architecture, achieving real-time analysis with 94% accuracy.

Measured Impact
15x
Detection Speed
94%
Accuracy
60%
Cost Reduction
Deep Tech

Multi-Modal NLP Platform

The Challenge

Research institution required a scalable platform to process multi-lingual biomedical literature with domain-specific terminology.

Executed Solution

Built custom transformer-based NLP pipeline with domain adaptation, processing 1M+ documents with semantic search capabilities.

Measured Impact
50x
Processing Speed
12
Language Support
95%
Accuracy
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Let's build
together.

Ready to architect your next breakthrough? Reach out to discuss your research, development, or consulting needs with our engineering team.

Email Us directly

contact@b2k.ai

Our Headquarters

Research & Innovation Park, Delhi

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