Building production-ready AI systems that deliver measurable business impact. Specializing in real-time audio processing, LLM integration, and desktop applications.
Munich, Germany 🇩🇪 | German (C1) | Open to AI/Backend roles
📧 ansmohal@gmail.com | LinkedIn | 💼 Portfolio
Impact: Built 5+ production AI systems serving 100+ users
- Meeting Assistant: Real-time AI suggestions with <2s response time
- Memory Agent: Sub-100ms vector search with Qdrant + Voyage AI
- Claude Workflows: 6-module automation suite for content processing
Key Technologies: GPT-5.1, Claude Opus 4.5, Gemini 3.0, RAG pipelines, Vector DBs (Qdrant, ChromaDB, Pinecone)
Impact: Processed 100+ hours of voice data with <300ms latency
- Whisper-Flow: Cross-platform voice dictation with local/cloud options
- Meeting Assistant: Dual-channel audio capture via Core Audio Taps
- Real-time STT: Multi-provider architecture (Deepgram, Whisper, Gemini Live)
Key Technologies: Tauri, CPAL, Deepgram Nova-3, Whisper.rs, tokio async runtime
Impact: Shipped 3 cross-platform desktop apps with 20K+ LOC
- Meeting Assistant: 20,000+ lines of Rust/TypeScript production code
- Free Cluely: Invisible AI assistant with local/cloud LLM support
- Whisper-Flow: Voice dictation with GPU acceleration (macOS/Windows/Linux)
Key Technologies: React 19, Zustand, SQLite, native system integration (Core Audio, IPC)
📦 Full-Stack Development (Click to expand)
- React + TypeScript: Production apps with Vite, Material-UI, Tailwind CSS
- State Management: Zustand, TanStack Query, Redux patterns
- Build Tools: Vite 7, Webpack, optimized for performance
- Python: FastAPI, Flask (MCP servers, AI APIs)
- Node.js: Express, RESTful APIs, WebSocket servers
- Rust: Tauri backends, system-level programming
- Vector DBs: Qdrant, ChromaDB, Pinecone (semantic search)
- Relational: PostgreSQL, SQLite (local-first architecture)
- NoSQL: Firebase Firestore, Redis caching
🤖 AI/ML Ecosystem
- Google Gemini 2.5/3.0, OpenAI GPT-5.1, Claude 4.5, Grok 4.1, DeepSeek, Mistral
- LangChain, LangGraph (multi-agent systems), LlamaIndex
- Prompt engineering, context optimization, RAG architectures
- Model Context Protocol (MCP) server development
- Whisper (local inference with CPU/GPU)
- Deepgram (streaming transcription)
- Groq API (fast inference)
🛠️ DevOps & Infrastructure
- Containerization: Docker, multi-stage builds
- CI/CD: GitHub Actions, automated testing
- Cloud: Azure, Firebase (Auth, Functions, Firestore)
- Automation: n8n workflows, Apify actors, web scraping
Systems Programming: Core Audio Taps API, CPAL, audio processing, IPC Web: Chrome Extension APIs (Manifest v3), Shadow DOM, content scripts Tools: Git, npm/cargo/pip, Turborepo monorepos, Firebase CLI Languages: SQL, Bash/Shell, HTML/CSS
Private Repository | 20,000+ lines of Rust/TypeScript | Production MVP
A sophisticated desktop application providing real-time AI assistance during technical meetings through live audio processing and intelligent response generation.
- Sub-2 second AI response generation with context-aware prompting
- <300ms latency real-time transcription with Deepgram Nova-3
- Zero driver installation via macOS Core Audio Taps API (14.2+)
- 90% cost reduction with explicit prompt caching
Audio Pipeline:
[Microphone + System Audio] → Core Audio Taps API
↓
24kHz Resampling (Rubato) → VAD Filter → Crossbeam Channels
↓
Multi-STT (Deepgram/Gemini Live/Whisper) → SQLite Storage
↓
Context Assembly → Gemini 2.5 Flash Lite → Streaming UI (SSE)
- Dual-Channel Audio Capture: Simultaneous mic + system audio via native macOS API
- Multi-Provider STT: Hot-swappable between Deepgram, Gemini Live, OpenAI Whisper
- Advanced Audio Processing: 24kHz resampling with anti-aliasing, VAD filtering
- Async Architecture: Tokio runtime with lock-free crossbeam channels
- Local Persistence: SQLite with UUID v7 time-ordered session IDs
- Context Management: RAG-style meeting prep document loading
- Backend: Rust, Tauri 2.0, CPAL, tokio, rubato, whisper-rs
- Frontend: React 19, TypeScript, Zustand, TanStack Query, Vite
- AI/STT: Gemini Live, Deepgram Nova-3, OpenAI Whisper
- Database: SQLite with sqlx, async migrations
- 🎤 Real-time dual audio capture (no drivers needed)
- 🧠 Context-aware AI with loaded meeting prep notes
- ⚡ Sub-500ms end-to-end latency
- 🔒 100% local data storage (no cloud sync)
- 🎨 Transparency mode with adjustable opacity
- ⌨️ Global keyboard shortcuts
[📸 Screenshots Coming Soon] | [📄 Architecture Documentation Coming Soon]
Cost: <$1.00 per 2-hour meeting session
View on GitHub | Tauri + React + Rust | Cross-Platform
AI-powered voice dictation desktop app with local-first privacy and flexible backend options.
- 100% privacy option via local Whisper inference
- Multi-language UI support (English, Spanish, French)
- Cross-platform deployment (macOS, Windows, Linux)
- Auto-learning dictionary with AI-powered suggestions
- Local Whisper Inference: CPU and GPU-accelerated (Vulkan/Metal)
- Streaming Transcription: Deepgram Nova-3 WebSocket integration
- LLM Post-Processing: Custom tone personalization (Groq Llama)
- Smart Dictionary: Glossary terms + replacement rules + auto-learning
- Turborepo Monorepo: Shared packages for voice-ai, types, utilities
"Rust is the API, TypeScript is the Brain"
- Rust provides native capabilities (audio, keyboard, SQLite, Whisper)
- TypeScript handles all business logic and state management
- Repository pattern abstracts local (SQLite) vs. cloud (Firebase)
- Framework: Tauri 2, React 19, TypeScript, Vite 7
- State: Zustand with Immer
- Audio: CPAL, whisper-rs, WebSocket (tokio-tungstenite)
- AI: Whisper (local), Groq API, Deepgram Streaming
- UI: Material-UI v7, React Router v6, react-intl
Download Releases | View Documentation
View on GitHub | Python + FastAPI + Gemini | 6 Specialized Modules
Comprehensive AI-powered tools for content extraction, market analysis, and automation.
- 6 production modules serving multiple business use cases
- Automated workflows saving hours of manual research
- Market intelligence for competitive analysis and strategy
- Educational content generation from YouTube videos
-
YouTube Educator
- Converts videos → study guides, lesson plans, references
- AI-generated summaries and code snippet extraction
-
Meta Ad Analyzer
- Facebook/Meta ad scraping via Apify
- Competitive intelligence and performance tracking
- Export to JSON/CSV/Excel with web dashboard
-
YouTube Trends
- Multi-channel monitoring and trend detection
- Viral prediction scoring with PostgreSQL/SQLite storage
-
AI Offers Intelligence
- Google Sheets integration for market analysis
- Interactive dashboards with price trend analysis
-
AI Job Hunter
- Real job scraping from StepStone.de, Indeed.de (Apify)
- Flask dashboard with salary trends and skills analysis
-
LinkedIn Personal Branding
- Complete profile scraping and strength assessment
- 7/30/90-day actionable growth plans
- AI: Google Gemini 2.5, prompt engineering
- Scraping: Apify actors, BeautifulSoup
- Web: FastAPI, Flask dashboards
- Storage: Google Sheets API, PostgreSQL, JSON/CSV
- Tools: Batch processing, automated reporting
View Tools Documentation | Download Channel Transcripts Tool
Desktop Applications & Browser Tools
Electron + React + TypeScript | Cross-Platform
Translucent desktop app for real-time AI assistance during meetings
- Dual AI Modes: Cloud (Gemini 2.5) or Local (Ollama)
- Screenshot Analysis: Smart content analysis with vision models
- Global Hotkeys: System-wide shortcuts for instant access
- Privacy-First: Auto-delete screenshots, local processing option
Tech: Electron, React, Gemini API, Ollama, FFmpeg View on GitHub | Download
FastAPI + Qdrant + MCP Protocol | AI Infrastructure
Persistent memory system for Claude Code with semantic search
- Sub-100ms retrieval via vector embeddings (Voyage AI)
- Project isolation with separate memory stores
- Smart ranking: Relevance + recency + importance
- Cost-effective: ~$12/month VPS hosting
Tech: Python, FastAPI, Qdrant, Voyage AI, MCP View on GitHub
JavaScript + Chrome Extension API | Shadow DOM
One-click job application auto-fill with intelligent field detection
- German + English field name recognition
- 30+ field types: Personal, professional, education, job-specific
- Domain filtering: Job site detection and smart activation
- Privacy-focused: All data stored locally
Tech: Chrome Manifest v3, Shadow DOM, content scripts Status: Production-ready
Enterprise & SaaS Projects
Node.js + React + PostgreSQL | 100+ Users
Enterprise time-tracking system with AI-powered features
- 40% efficiency improvement in time management
- DORA-compliant architecture for regulated environments
- German labor law compliance (Arbeitszeitgesetz)
- Redis caching for performance at scale
Tech: Node.js, Express, React 18, TypeScript, PostgreSQL 16, Redis, Docker
LangGraph + Gemini + Apify | B2B SaaS
Multi-agent automation for deeply-personalized outreach
- LangGraph orchestration for agent workflows
- Apify integration for LinkedIn/web scraping
- 5+ active clients with recurring revenue
- MCP tool integration for campaign state management
Tech: Python, LangGraph, Gemini API, Apify, MCP
React + Node.js + PostgreSQL | Enterprise
Employee time tracking for 100+ employees
- Two-layer timesheet system (daily + weekly)
- Dashboard & reporting with export capabilities
- German business hours compliance
Tech: React, Node.js, PostgreSQL
Tools & Utilities
Python + WeasyPrint + BeautifulSoup
Professional German-style document generation from markdown
- DIN 5008 compliance for business letters
- Photo processing for German CV format
- Structure validation with age-based bullet limits
- n8n workflow integration with Gemini 2.0 Flash
Python + yt-dlp + YouTube API
Bulk transcript download for entire YouTube channels
- Smart error handling with yt-dlp fallback
- Multi-language and format support (TXT/JSON)
- Resume capability (skip existing transcripts)
- Organized storage with metadata tracking
Chrome Extension + Content Scripts
Automatically extract and structure job posting data
- LinkedIn/Indeed scraping
- Google Sheets integration
- Structured export (JSON, CSV)
- 🔨 14+ Active Repositories (public + private)
- ⚡ 20,000+ Lines of production Rust/TypeScript in Meeting Assistant
- 🌟 6 Production Systems deployed and maintained
- 🤝 Open Source: MCP servers, desktop apps, automation tools
🗺️ Technology-to-Project Mapping
Quick reference for recruiters scanning for specific technologies:
| Technology | Primary Projects | Business Impact |
|---|---|---|
| Rust | Meeting Assistant, Whisper-Flow | Real-time audio processing, system programming |
| Python | Memory Agent, Claude Workflows, AI Job Hunter | AI/ML pipelines, automation, web scraping |
| TypeScript | Meeting Assistant, Free Cluely, Whisper-Flow | Desktop apps, React frontends, type safety |
| Tauri | Meeting Assistant, Whisper-Flow | Cross-platform desktop with native performance |
| LLM APIs | All AI projects | Production AI integrations across 6+ systems |
| Voice AI | Meeting Assistant, Whisper-Flow | 100+ hours processed, <300ms latency |
| Vector DBs | Memory Agent, RAG systems | Sub-100ms semantic search, context retrieval |
| FastAPI | Memory Agent, AI APIs | High-performance Python backends |
| React | All desktop apps, Zeit Erfassung | Modern UI with hooks, state management |
| n8n | Resume tailor, automation workflows | No-code integration, business automation |
I'm actively seeking AI Engineer, Full-Stack Developer, or Backend Engineer roles in Munich, Germany or remote within the EU.
- ✅ Production AI experience: Built 5+ systems serving 100+ users with measurable ROI
- ✅ Systems programming: Real-time audio processing, desktop apps, performance optimization
- ✅ Full-stack capabilities: React/TypeScript frontends, Python/Rust backends, vector DBs
- ✅ Business impact focus: 40% efficiency gains, <$1 per session costs, scalable architectures
- ✅ German market fit: C1 fluency, regulatory awareness (DORA, GDPR), DACH experience
- 📧 Email: ansmohal@gmail.com
- 💼 LinkedIn: linkedin.com/in/anskhalid
- 🌐 Location: Munich, Germany
- 🗣️ Languages: German (C1 CEFR), English (Fluent), Urdu/Hindi (Native)
Interested in: AI/ML Engineering, Technical Leadership, Full-Stack Development with AI integration
"Building AI systems that deliver business value while maintaining trust—especially in environments where compliance isn't optional."