Bani Maiti — Co-Founder
I am a hands-on AI Leader and Principal Architect dedicated to bridging the gap between "cool demo" and "production-grade enterprise platform." As a co-founder and CTO, I don't just manage teams—I architect the systems they build, jumping into the code to solve complex problems in Agentic workflows, RAG, and distributed system design. Currently, I am architecting the GenAI platform for nSpire AI, moving beyond simple chatbots to autonomous multi-agent systems. My technical focus includes: - Agentic Workflows: Designing stateful, reasoning-capable agents (Custom/LangGraph) that execute complex multi-step tasks. - GenAI Infrastructure: Optimizing inference (vLLM/TGI), managing Vector Database scale (Pinecone/pgvector), and reducing latency for real-time user experiences. - System Architecture: Building resilient Python/Django backends that integrate LLMs into robust SaaS ecosystems. With over 27 years of experience at companies like Intel and Motorola, I bring a level of rigor to AI that is often missing in the hype cycle. I specialize in "Player-Coach" leadership—setting the technical vision for the C-suite while mentoring engineers on architectural trade-offs, code quality, and operational excellence. I enjoy leading high-velocity engineering teams where I can drive the technical strategy for AI Platforms, ensuring we build products that are not only intelligent but scalable, cost-effective, and secure. Specialties: • Core: Python, System Design, Distributed Systems, Microservices. • AI/Data: Generative AI, Large Language Models (LLMs), RAG (Retrieval-Augmented Generation), Vector Databases (Pinecone, Weaviate), Agentic Frameworks, Inference Optimization. • Ops: LLMOps, CI/CD for ML, Cost Governance, Kubernetes, Docker.
Stackforce AI infers this person is a SaaS architect specializing in AI-driven enterprise solutions.
Location: San Francisco, California, United States
Experience: 27 yrs 4 mos
Skills
- Ai Engineering
- System Architecture
Career Highlights
- Architected autonomous multi-agent systems for GenAI platform.
- Achieved 5X development velocity with AI-assisted development.
- Led high-velocity engineering teams in AI platform strategy.
Work Experience
nspire-ai
Co-Founder & CTO (3 yrs 4 mos)
MUKTI
President (USA) nonprofit (5 yrs 4 mos)
Intel Corporation
Deep Learning Software Engineering (AI) (3 yrs 1 mo)
Early stage AI/ML startup in stealth mode
Software Lead (3 mos)
FireKing Security Group
VP of Engineering (3 yrs)
Medtronic
Software Engineering Leader (5 yrs 1 mo)
Broadcom Inc.
Software Engineering Leader (3 yrs 5 mos)
SKY MobileMedia
Project Lead (6 mos)
LG Electronics Mobile Research USA
UI SW Lead & Project Manager (2 yrs 6 mos)
Siemens Com.
UI System Architect (4 yrs 5 mos)
Motorola, India
CDMA Mobile Software Engineer (2 yrs)
Education
M. Tech. at Indian Statistical Institute, Kolkata
B.E. at Jadavpur University, Kolkata
at St. Lawrence High School Kolkata