Bani Maiti

Co-Founder

San Francisco, California, United States27 yrs 4 mos experience
Most Likely To SwitchAI ML Practitioner

Key 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.
Stackforce AI infers this person is a SaaS architect specializing in AI-driven enterprise solutions.

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Skills

Core Skills

Ai EngineeringSystem Architecture

Other Skills

ManagementLeadershipSoftware EngineeringStrategic PlanningScrumAlgorithmsProduct ManagementNeural NetworksLangChainLangGraphPinecone.ioAmazon Web Services (AWS)Google Cloud Platform (GCP)Agentic WorkflowsEmbedded Systems

About

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.

Experience

27 yrs 4 mos
Total Experience
3 yrs
Average Tenure
3 yrs 4 mos
Current Experience

Nspire-ai

Co-Founder & CTO

Jan 2023Present · 3 yrs 4 mos · Menlo Park, California, United States · Remote

  • Building the “Talent Vault” of the world to revolutionize the way talent is understood, discovered and developed -- with production agentic workflows.
  • Architected Theo (AI Career Coach), Synthia (AI recruiter) and Cleo (Sales Assessment Coach) with long-term memory and personalization at scale
  • Designed LLM/RAG/MCP-based agents for autonomous resume customization, job matching & mock interviews
  • Achieved 5X dev velocity via AI-assisted development, 300% user growth, 99.9% reliability
  • Full-stack: React/Django/PostgreSQL/AWS | GDPR & SOC2 compliant
  • 95% accuracy processing thousands of career documents
  • Active partnerships with universities and recruiting organizations
  • Tech: LLM, LangChain/LangGraph, MCP, Pinecone, AWS (ECS/Lambda/Cognito), GCP, Python, React, RAG Architecture, Technical Leadership, Team Building
  • We're not just building AI features—we're pioneering AI memory and personalization at scale. Our agents maintain longitudinal understanding of each user's career trajectory, enabling contextual guidance that improves over time. This is production Agentic AI solving real enterprise challenges.
ManagementLeadershipSoftware EngineeringStrategic PlanningScrumAlgorithms+11

Mukti

President (USA) nonprofit

Jan 2021Present · 5 yrs 4 mos · Global

  • Enabling and empowering the underprivileged through philanthropic efforts

Intel corporation

Deep Learning Software Engineering (AI)

Nov 2019Dec 2022 · 3 yrs 1 mo · San Diego County, California, United States

  • Passionately contributing in ML/DL/HPC ecosystem for Intel specific optimizations in TensorFlow framework. https://www.intel.ai/

Early stage ai/ml startup in stealth mode

Software Lead

Aug 2019Nov 2019 · 3 mos

  • Design and implementation of a library to support high-speed data pipelining between ML accelerators and application software using C++

Fireking security group

VP of Engineering

Aug 2016Aug 2019 · 3 yrs · San Diego, California

  • Led and managed the multi-site Software & EE organization of 20 engineers, DEV+QA managers and technical leads, supporting a $15M business unit of SmartSafes Cash Management products built with 3 different hardware and a common SW platform involving Linux, Embedded, JAVA, Web/HTML/JS, AWS Cloud etc.
  • Grew the team to a high-performing one through strategic hiring, budget optimization, team re-organization, mentoring & performance management; and adoption of appropriate process, tools (JIRA, Confluence & git/BitBucket) and technology roadmap.
  • Collaborated cross-functionally with Product Management and Operations to champion several aspects of Agile methodologies in product development workflow to establish clarity, shared business goals and schedule predictability, e.g. 2-weeks Sprint, Daily Scrum, Retrospect, monthly roadmap review/adjustment etc.
  • Streamlined customer technical support process for existing products while balancing with new feature development.
  • Engaged external resource pool to demonstrate a PoC for NextGen SW Architecture including automated testing framework for better product stability & maintainability.
  • Successfully launched 80+ features and 500+ change requests
  • Managed through several organizational transitions

Medtronic

Software Engineering Leader

Jul 2011Aug 2016 · 5 yrs 1 mo · Carlsbad, California

  • Led and managed the global Ventilation Software organization consisting of a diverse & multi-site team of 30 engineers and technical project leads supporting six product lines. Grew the team from a 6 member single-product team to a high-efficiency multi-product 30-member team through strategic hiring, organization, mentoring and technology roadmap.
  • Successfully launched PB980 acute care ventilator product in market (2014)
  • Managed through several transitions and post launch maintenance aspects
  • Instituted several quality initiatives and process improvements, including adoption of Agile/Scrum approach, defining several governances, checklist driven multi-pass review process (for both design and code), and automated test framework for reliability testing.
  • Piloted device connectivity PoC with PTC/ThingWorx
  • Spearheaded a PoC for a generic SW platform architecture to enable product-family
  • Comfortably defended several internal and external quality audits as Software SME

Broadcom inc.

Software Engineering Leader

Feb 2008Jul 2011 · 3 yrs 5 mos

  • Led and managed a 12 member diverse multi-site Configuration Management (SCM) Team which is part of Software Integration & Release team in the 400+ people Software organization.
  • Set team goals aligned with department & BU goals, provide technical & strategic leadership/guidance, and allocate appropriate resources to ensure predictable delivery of multiple operations and tasks/projects.
  • Helped perform WBS with the team, influence critical design decisions for the SCM strategy, tools & automations.
  • Attracted exceptional engineers, build team, energize & motivate team members
  • Handled recruitment, training and performance management of team members.
  • The SCM team handled following domain: Code Management tools, Defect management tools, SW Process enhancement & automations, SW Releases to internal/external customers, Deploy common development infrastructure for whole SW team worldwide, Maintenance of build system for projects, Automated SW Metrics etc.

Sky mobilemedia

Project Lead

Aug 2007Feb 2008 · 6 mos

  • I was there for a brief period helping with Software Integration with TI chipsets for handset makers in China. Worked as Platform Project Manager to lead the SKYMAP-Software porting/integration activities for a GGE/TD-SCDMA dual technology handset for NOKIA. Responsibilities include aligning internal feature-roadmap with customer SOW, monitoring of internal feature development, interfacing with customer & chipset partner, issue tracking/resolution etc.

Lg electronics mobile research usa

UI SW Lead & Project Manager

Feb 2005Aug 2007 · 2 yrs 6 mos

  • Worked as Project Manager to manage multiple CDMA handset development projects for several network operators (Alltel, US Cellular et al). Key work areas span from product conceptualization till market launch/EOL maintenance/support. Responsibilities include Project Planning, creating WBS, scheduling, tracking / status reporting, risk-analysis, quality management etc in several PM process areas.
  • Was responsible as Engineering Team Lead for UI/Apps team of 16 developers. Responsibilities included hiring, & growing the center with good talent, mentoring & providing in house technical training, coming up with job definitions & roles, creating KPIs, kicking off 6-sigma TDR projects for improvement.
  • Was leading the UI team - also, responsible (as a Staff Engineer) for senior-level Software Architecture & Design work.

Siemens com.

UI System Architect

Sep 2000Feb 2005 · 4 yrs 5 mos

  • Pioneered the effort of Portfolio Management for newer generation UI for handsets. Responsibilities included creation of new features/concepts, sharing/negotiating them with customers (Cingular, T-Mobile) & ensuring deployment in upcoming models
  • Lead new technology integration effort for – Sonim’s GPRS-based PushToTalk solution & Kineto’s Bluetooth-based indoor mobile coverage. Responsibilities included system level analysis, defining features, creation of Interface Documents / Project Plans, project management & regular discussions with solution providers
  • Belonged to a 3-member Technology Management team for providing technical support to Product Marketing teams in various handset features including WAP/browser, e-mail, messaging etc. Responsibilities included feature clarification, detailed analysis & proposing alternate solutions
  • Designed & developed an intelligent network selection (GAIT like) for a dual-chipset/dual-technology handset (C in RTOS env)
  • Developed several UI features & applications of GSM handsets (Object Oriented C in RTOS env)

Motorola, india

CDMA Mobile Software Engineer

Jan 1998Jan 2000 · 2 yrs

  • CDMA Handset Software, Senior Developer & Feature Lead.
  • Interfaced with engineers across the globe (China, India, US) for various technical discussions
  • Worked as a technical lead to develop the CDMA 2000 Software Architecture for next generation of CDMA handsets
  • Helped build up MIEL’s capability with hands-on knowledge of handset software design, after being deputed to Motorola Chicago.
  • Spearheaded automation with several tools & scripts to improve cycle time for many legacy tasks.
  • Performed layered testing of CDMA L3/L2, OTASP/OTAPA(IS-683A), SMS(IS-637A)
  • Mentored newcomers with IS-95A/B CDMA protocol stack tutoring

Education

Indian Statistical Institute, Kolkata

M. Tech. — Computer Science

Jan 1996Jan 1998

Jadavpur University, Kolkata

B.E. — Electronics & Telecomm Engg

Jan 1992Jan 1996

St. Lawrence High School Kolkata

Jan 1980Jan 1992

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