AD12 is the core engineering unit powering the Mavericks Interview Agent. A tight-knit team with a clear hierarchy and a shared mission.
A unit of Mavericks United · maverickslabs.io
Founder & visionary of Mavericks United. Drives the company mission of shared success and Pakistan's IT revolution.
CEO · Mavericks UnitedThe technology visionary behind MIA. Shapes engineering direction, architecture decisions and the product's technical future.
CTO · Technology VisionaryCreator of MIA. Built the entire product end-to-end — audio capture engine, AI integration, real-time overlay, and full deployment pipeline.
Lead Dev · Creator of MIACore engineering team member. Contributes to development, testing, and product refinement across each release cycle of MIA.
ASE · Engineering TeamA full breakdown of what MIA does today, what we're enhancing based on your feedback, and where we're taking it next.
Captures interviewer's voice via system loopback + your mic simultaneously. Mixed via AudioContext, chunked every 6 seconds, sent to Groq Whisper.
Powered by Groq LPU — world's fastest LLM inference. Llama 3.1 8B Instant returns bullet points, STAR stories and full answers in under 2 seconds.
All Q&A stays visible. Scroll back mid-interview. Every exchange appended as a chat bubble. Never lose a previous answer.
Generates Situation-Task-Action-Result answers using your actual CV. Specific, believable, personalized — not generic templates.
Windows content protection API excludes the overlay from Zoom, Teams, Meet, OBS. Your interviewer never sees MIA running.
Auto-detects technical questions. Returns working code + explanation for algorithms, system design, and debugging problems.