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ForgeAI Labs
contact@forgeai-labs.tech
Applied AI Research & Systems Engineering

Bridging Quantized AI Inference & Autonomous Software Workflows.

ForgeAI Labs is an engineering and R&D studio focused on efficient edge-AI deployment, custom instruction-set acceleration, and AI-augmented software development pipelines.

Core Research & Engineering Pillars

Our team builds foundational tools and architectures across hardware simulation and modern software stacks.

01 / Edge AI & Architecture

Quantized Neural Inference

Co-designing low-bitwidth quantized AI pipelines and custom RISC-V microarchitectural extensions for ultra-low-latency embedded deployment.

02 / DevSecOps & Automation

AI-Augmented Code Review

Integrating large language models into CI/CD pipelines to automate static analysis, preliminary code reviews, and rapid full-stack product iteration.

03 / Knowledge Synthesis

Technical Literature & Data

Building automated retrieval and synthesis workflows to parse academic literature, benchmark datasets, and complex hardware synthesis reports.

INT8 / INT4
Quantized Model Precision
10x+
Inference Pipeline Acceleration
Automated
First-Pass CI/CD Code Review
Full-Stack
Cloud-to-Edge Deployment