01.Purpose & Architectural Overview
The Genious AI Assistant ("Genious Bot") is an interactive conversational assistant integrated into genioussonu.me. Its sole purpose is to provide visitors, recruiters, prospective clients, and fellow engineers with rapid, intelligent answers regarding:
- SK Sahinur Islam's full-stack software development experience, tech stack, and background.
- Engineering achievements, Indian Patent No. 544062 (IoT Real-Time Vaccine Storage Monitoring), and publications.
- Open-source projects, technical blog posts, recommended developer gear, and freelance consulting availability.
- Interactive guidance on how to connect directly with Sahinur via email, LinkedIn, Upwork, Telegram, or WhatsApp.
02.Conversational Processing & Ephemeral Sessions
The conversational architecture of Genious Bot is engineered with strict privacy isolation:
Your message history is maintained in temporary browser runtime memory (React state) during your active browsing session. It is never written to permanent public databases or marketing trackers.
Queries are transmitted securely via encrypted HTTPS POST to the serverless proxy endpoint /api/chatbot. The serverless worker formats system context and forwards the request to the inference provider.
Conversations are anonymous by design. The bot does not require account creation, logins, phone numbers, or credit cards, and does not correlate your chat queries with external profiling networks.
03. Zero Training on User Prompts
Neither SK Sahinur Islam nor our backend inference systems use your questions, prompts, or chat inputs to train, retrain, fine-tune, or improve public AI foundation models. All API integrations with Groq and Google Cloud utilize commercial enterprise tiers governed by explicit contractual zero-data-retention and zero-model-training clauses.
04. Prohibition of Sensitive Credentials
Genious Bot is an open portfolio informational assistant. DO NOT submit passwords, API access keys, private SSH keys, credit card numbers, bank credentials, proprietary corporate trade secrets, or sensitive health data into the chat interface. I disclaim any liability for confidential information voluntarily entered into the chat prompt by users.
05.Anti-Abuse & Rate-Limiting Telemetry
To prevent infrastructure exhaustion, API quota exploitation, automated scraping, and prompt injection attacks, the backend edge service enforces automated telemetry safeguards:
- Sliding Window Rate-Limiting: Request velocity is monitored anonymously based on ephemeral IP hashes. Exceeding reasonable thresholds results in temporary 429 "Too Many Requests" responses.
- Prompt Sanitization: Inbound messages are sanitized to mitigate Cross-Site Scripting (XSS), script injection, and hostile command payloads.
- Defensive Audit Logs: Flagrant penetration or DDoS attempts may trigger automated edge firewall blocks via Vercel Web Application Firewall (WAF).
06. Third-Party AI Sub-processors
Inference requests generated by the bot are executed through the following certified LLM infrastructure providers:
Provides high-performance Language Processing Unit (LPU) inference for ultra-fast response delivery. Groq's enterprise API terms stipulate that customer prompt data is not retained and is never used to train foundation models.
Provides enterprise generative AI inference fallback. Under Google Cloud Vertex AI and paid API agreements, customer prompts and responses are strictly partitioned and are not used for Google model training.
07.User Controls & Memory Purging
You maintain total control over your interactive conversation history:
- Instant Memory Reset: Refreshing the webpage or closing your browser tab immediately destroys the in-memory chat session history.
- Widget Dismissal: Closing the chat window suspends conversation state.
- Local Storage Reset: Clearing your browser cache or site data purges any residual UI state preferences instantly.
08.Limitations of AI Outputs & Hallucinations
While Genious Bot is grounded on accurate, vetted system prompts regarding Sahinur's engineering background, large language models may occasionally generate inaccurate or hallucinatory statements ("AI Hallucinations"):
- All information supplied by Genious Bot is for preliminary convenience and demonstration purposes only.
- Bot responses do not constitute binding architectural guarantees, formal price quotations, or legal commitments until confirmed directly and in writing by Sahinur personally.
09.Inquiries & Feedback
If you have any questions, feedback, or concerns regarding Genious Bot, its conversational data handling, or technical implementation, please contact me directly:
SK Sahinur Islam (Genious Sonu)
Developer & Creator of Genious Bot
Email: sahinurislamm2002@gmail.com
Direct Inquiry: genioussonu.me/#contact