- Lead technology strategy, product architecture, and digital transformation across the group's web, mobile, and AI product lines; hands-on across the full stack while managing and mentoring 20+ engineers.
- Architected and shipped ACE, an AI-powered English-learning platform for Malaysian SPM students — an adaptive learning engine that builds personalized study paths from diagnostic tests and gap analysis, with timed mock exams mirroring the national SPM format.
- Built SOLS Boss, the group's internal operations platform (departments, tasks, work requests, SOPs, standups, meeting notes, reminders; HubSpot and Google Sheets sync), and exposed it to AI assistants through a permission-scoped MCP server over streamable HTTP — per-user hashed API keys with expiry, read / read-write grants with tool allow-lists and department scoping, rate limiting, and an audit log on every call.
- Built an LLM weekly-reporting pipeline (Next.js app plus browser extension) that ingests meeting transcripts and generates structured weekly reports through a provider-agnostic, OpenAI-compatible LLM client with JSON-mode output, so the model and provider are switched at runtime, not in code.
- Built an LLM-driven automated testing agent for ACE that runs smoke, guided, and exploratory test sessions from app maps and prompts, and writes reports.
- Set the group's LLM-integration patterns: provider-agnostic clients across Anthropic Claude, OpenAI, Google Gemini, and OpenRouter, with Ollama for private on-premise workloads; chose models and providers against cost, latency, and accuracy.
- Architected the renewable-energy web platforms and cloud infrastructure: mobile and PWA apps for real-time solar monitoring serving 10,000+ users, the solar-subscription self-care system, and the SOLS Green solar-financing journey.
- Spearheaded the HubSpot API integration on Firebase Cloud Functions, and a CTOS credit-report integration for risk assessment; established CI/CD, code-review practice, and production-readiness gates across all squads.
Anand Bhandari
Principal AI Full-Stack Engineer · CTO @ SOLS Group
Building production AI systems — from an adaptive AI English-learning platform for Malaysian students, to an MCP server that lets AI assistants run company operations, to 105 shipped indie tools. I own AI architecture and hands-on delivery, and lead 20+ engineers.
About
Principal-level full-stack engineer and CTO with 14+ years shipping web, mobile, and AI-powered products, now focused on building production LLM applications end to end. I own the architecture and hands-on delivery of AI features inside real products — an adaptive AI English-learning platform, an internal operations platform exposed to AI assistants through a permission-scoped Model Context Protocol (MCP) server, LLM pipelines that turn meeting transcripts into weekly reports, and an LLM-driven automated testing agent.
Multi-provider by design: Anthropic Claude, OpenAI, Google Gemini, OpenRouter, Groq, and local models via Ollama. Anthropic-certified across the Claude API, MCP, Agent Skills, and Claude Code, I run my daily engineering on an AI-native workflow I built myself. I lead 20+ engineers and ship AI features into production, not prototypes.
Areas of expertise: Production LLM Application Design · Multi-Provider AI Architecture · MCP Servers & Clients · AI Agents & Tool Use · RAG · Speech AI · Multimodal · Local / Privacy-First AI · Full-Stack Product Engineering · Technical Leadership
Experience
- Oversaw all technical solutions and software process management for the non-profit.
- Designed and maintained education platforms and internal systems serving 4,000+ families — Skills Hub, Solar Academy, and TVET Academy with an LMS for enrollment, tracking, and certification.
- Led API integrations, the full software lifecycle (development, testing, deployment, maintenance), internal technical support, and mentoring of the development teams.
- Managed Android, Web, and iOS projects and served as primary developer for the SOLS SMART, SOLS EDUCATION, and SOLS CLASSROOM apps and websites; built the cross-platform mobile apps in React Native from scratch.
- Managed API integrations and backend systems; supervised testing, deployment, and agile processes.
- Grew the engineering team from 5 to 20+ developers with CI/CD, code review, and quality gates.
- Built Android and web apps, connected to back-end services via RESTful APIs and cloud messaging.
- Built client-side web applications and mobile-responsive portal UIs within IBM global teams under Agile.
- Served as Scrum Master and contributed to the IBM Technology Adaptive Program (TAP).
- Built websites and web applications using HTML5, CSS3, jQuery, WordPress, and Photoshop.
- Built responsive websites and web applications using HTML, HTML5, CSS2/CSS3, jQuery, WordPress, and Photoshop.
Skills
- AI & LLM
- Anthropic Claude API, OpenAI API, Google Gemini, OpenRouter, Groq, Ollama & LM Studio (local LLMs, vision models), Model Context Protocol SDK (stdio & streamable HTTP), Agent Skills, Claude Code, AI agents & tool calling, LangChain, LlamaIndex, RAG, Embeddings & vector search (pgvector), Prompt engineering
- Speech & Multimodal
- Whisper / faster-whisper (STT), ElevenLabs, MiniMax, Piper, Edge TTS, Gemini & MiniMax image generation, Remotion & HyperFrames (programmatic video), vision models
- Languages
- TypeScript, JavaScript (ES6+)
- Web & Front-End
- React, Next.js (React Server Components, Server Actions), React Native, Expo (Expo Router, NativeWind), Qwik, Builder.io, Tailwind CSS, shadcn/ui, Radix UI, Redux, Zustand, TanStack Query, React Hook Form, Zod, TipTap, PWA
- Mobile & Desktop
- React Native, Expo, Android, iOS, Electron, Tauri
- Back-End & APIs
- Node.js, Bun, Express, Fastify, tRPC, Prisma, Drizzle ORM, Better Auth, pg-boss job queues, REST & GraphQL APIs, WebSockets, enterprise API design, system integrations
- Cloud & DevOps
- Google Cloud (GCP), Firebase, Cloud Functions, Vercel, Docker, CI/CD, GitHub Actions
- Databases
- PostgreSQL (+ pgvector), MongoDB, Firestore, Redis, SQLite, Supabase
- Integrations
- HubSpot API, CTOS, Mailgun, Stripe, Google Sheets, WordPress REST API, Respond.io, ClickUp, Linear
- Leadership
- Technical vision & roadmapping, team mentorship (scaled 5 → 20+ engineers), Agile product delivery, code reviews, stakeholder management, DevOps & deployment pipelines
Projects
AI Projects
- 105 tools shipped, open source on GitHub: 99 desktop apps (Windows & macOS), 2 Chrome extensions, 2 web apps.
- AI subset: chatnix (private local chat and document Q&A on Ollama), asknix (drag a screen region, ask a local AI), meetscribe (meeting recorder, local transcription, AI summaries), subnix / scribenix (Whisper subtitles and transcripts), textgrab / pdfocr (screen and PDF OCR), bgone / upscalenix (on-device background removal and upscaling), PageEcho (Gemini page summaries read aloud), Smart Bookmarks (OpenAI / Gemini summaries and tags).
- Automated TV-style news channels — typed segments self-render frames, tickers, anchor voiceover, and transitions; Gemini writes scripts and headlines, an Ollama vision model picks images, Remotion renders.
- Ships its own stdio MCP server so coding agents can drop in content.
- Screen capture with hand-drawn annotation, keyframe motion, AI voiceover (ElevenLabs, MiniMax), and Groq Whisper word-level captions, exported via Remotion.
- Local-first workspace with terminals, prompt library, Monaco editor, agent runs and dispatch rules, shared memory, schedulers, and a milo CLI; Ollama chat with local tool calling.
- Expo React Native translator — OpenRouter as the LLM gateway, Gemini, Whisper speech-to-text, and ElevenLabs text-to-speech; API keys kept in secure storage.
- Narrated explainer and Shorts production from a script — MiniMax scene images, ElevenLabs voice with word timings, HyperFrames captions and render — driven by a guided Claude Code skill.
Platform & Product Work
- End-to-end solar platform (2,600+ installations, 30+ MW) — system design, installation booking, and real-time energy-monitoring PWA — integrating HubSpot CRM, payment gateways, and government incentive tracking into one lead-to-installation pipeline; plus the ChargeSingh EV-charging portal and Solar Academy.
- Green fintech with RM 0 upfront, instant solar financing, and transparent pricing; end-to-end journey from power study to installation with real-time status tracking; GA, Google Ads, and Meta Pixel conversion tracking.
- Multi-language e-learning PWA (50K+ students, 4 languages) with live classes, self-paced courses, and a Cambridge English pathway.
- Digital ecosystem for Malaysia's tax-exempt non-profit, providing free education and employment support to the B40 population (4,000+ families served).
- Delivered Skills Hub, Solar Academy, and TVET Academy platforms with LMS enrollment, tracking, and certification.
Open Source
- Local hotkey speech-to-text, GPU-accelerated, no cloud required.
- Multi-provider text rewriting via Groq, OpenRouter, Ollama, and Gemini, plus built-in Edge TTS.
- Speech-to-text with Whisper, Ollama, and LanguageTool across five writing tones; auto-inserts text at the cursor via a global hotkey.
- Streamlit app for fast, local text-to-speech with multiple voices and per-sentence generation modes.
Education
- Strong foundation in engineering principles, algorithms, data structures, and software design patterns.
- 14+ years of continuous delivery, now focused on production AI systems and LLM application engineering.
- Anthropic-certified across the Claude API, MCP, Agent Skills, and Claude Code.
Certifications
Contact
Whether you need a technology leader, AI architecture consulting, or advisory for your team, I'm always open to meaningful conversations. Open to remote (global) and hybrid roles.