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Student Medical Chatbot
Built a chatbot to assist MBBS students in navigating medical literature. Leveraged Llama Index and fine-tuned language models to ensure accuracy. Embeddings were stored in OpenSearch, hosted on AWS. The Django backend included secure authentication and session management for a robust user experience.
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This is Mikuna. From WhatsApp chaos to a confirmed lesson.
Small language studios shouldn't have to manage every student through WhatsApp.
Mikuna started from a simple problem: a student wants to book a lesson, but the process quickly becomes a chain of messages about language, goals, tutors, availability, payment, changes and confirmations.
So I designed a system where the student handles the coordination themselves, while the tutor gets a ready-to-teach agenda.
The student can:
→ Choose a language and learning goal
→ Find the right tutor
→ Pick an available time
→ Purchase credits
→ Book the lesson
→ See their upcoming lessons and remaining credits
The tutor gets:
→ An organized agenda
→ Upcoming and past lessons
→ Relevant student context
→ One-click access to the lesson
Behind the interface, the system also handles tutor availability, booking conflicts, credits, payments and cancellation rules.
The idea was simple:
From managing conversations to managing lessons.
Mikuna was built for the Contra × Lovable Challenge, starting from an existing brand identity created at SUR Studio and reimagining it as a complete appointment-based product.
Love this! Such a clean solution to a very real problem for language studios. The shift from WhatsApp chaos to a seamless booking experience is brilliant.
Nike × Champions League Ball Concept
An independent concept exploring what a Champions League ball could look like through Nike’s visual language.
The idea starts with a star containing a Swoosh in the negative space, then extends into a complete ball system using Nike’s existing panel construction.
Designed and animated with Spline, After Effects, and a custom 3D ball tool built for the project.
Unofficial concept. Not affiliated with Nike or UEFA.
This is very well thought of and creative
🎙️ 𝗜 𝗷𝘂𝘀𝘁 𝗯𝘂𝗶𝗹𝘁 𝗮 𝗩𝗼𝗶𝗰𝗲 𝗔𝗜 𝗥𝗲𝗰𝗲𝗽𝘁𝗶𝗼𝗻𝗶𝘀𝘁 𝗳𝗼𝗿 𝗮 𝗿𝗲𝗮𝗹 𝗿𝗲𝘀𝗼𝗿𝘁 𝗶𝗻 𝗕𝗮𝗻𝗴𝗹𝗮𝗱𝗲𝘀𝗵 — 𝗮𝗻𝗱 𝗶𝘁 𝘄𝗼𝗿𝗸𝘀.
No missed calls. No manual order-taking. No “please hold.”
Just AI.
Here's what it does 👇
📞 Customer calls → 𝗔𝗜 𝗽𝗶𝗰𝗸𝘀 𝘂𝗽 𝗶𝗻𝘀𝘁𝗮𝗻𝘁𝗹𝘆
🗣️ Speaks naturally in 𝗕𝗮𝗻𝗴𝗹𝗮 & 𝗘𝗻𝗴𝗹𝗶𝘀𝗵
🍽️ Takes food orders → saves to Google Sheets → alerts owner on Telegram
🏨 Books rooms & cottages → same system
📅 Checks event availability in real-time
📋 Logs every inquiry — automatically
𝗧𝗵𝗲 𝘁𝗲𝗰𝗵 𝘀𝘁𝗮𝗰𝗸 𝗜 𝘂𝘀𝗲𝗱:
→ 𝗩𝗮𝗽𝗶 — Voice AI phone agent
→ 𝗻𝟴𝗻 — Automation backbone (1 webhook, 5 smart branches)
→ 𝗚𝗼𝗼𝗴𝗹𝗲 𝗦𝗵𝗲𝗲𝘁𝘀 — Live database
→ 𝗧𝗲𝗹𝗲𝗴𝗿𝗮𝗺 𝗕𝗼𝘁 — Instant owner alerts
→ 𝗚𝗣𝗧-𝟰𝗼 — Brain of the agent
𝗧𝗵𝗲 𝗿𝗲𝘀𝘂𝗹𝘁?
The resort owner gets instant Telegram notifications for every order and booking — while the AI handles the entire conversation.
No extra staff. No missed leads. 24/7.
💼 𝗕𝘂𝘀𝗶𝗻𝗲𝘀𝘀 𝗼𝘄𝗻𝗲𝗿𝘀 — 𝘁𝗵𝗶𝘀 𝗶𝘀 𝗽𝗼𝘀𝘀𝗶𝗯𝗹𝗲 𝗳𝗼𝗿 𝘆𝗼𝘂𝗿 𝗯𝘂𝘀𝗶𝗻𝗲𝘀𝘀 𝘁𝗼𝗼:
• Hotels & Resorts
• Restaurants
• Clinics
• Showrooms & Retail Businesses
• Service-based Businesses
If your business receives regular calls, inquiries, bookings, or customer orders, an AI-powered automation system can handle a large part of that process — 24/7.
🚀 𝗜’𝗺 𝗰𝘂𝗿𝗿𝗲𝗻𝘁𝗹𝘆 𝘁𝗮𝗸𝗶𝗻𝗴 𝗼𝗻 𝗳𝗿𝗲𝗲𝗹𝗮𝗻𝗰𝗲 𝗔𝗜 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 𝗽𝗿𝗼𝗷𝗲𝗰𝘁𝘀.
📩 DM me or leave a comment below — let’s talk about how I can automate your business.
𝗪𝗵𝗮𝘁 𝗜 𝗯𝘂𝗶𝗹𝗱:
✅ AI Voice Receptionists
✅ AI Chatbots for WhatsApp, Facebook & Instagram
✅ Business Automation with n8n & Make
✅ Lead & Booking Automation
✅ Data Analytics & Business Dashboards
I’m building practical AI automation systems that connect AI + business data + real workflows — not just demos.
Open to freelance projects, collaborations, and full-time opportunities.
#AIAutomation #VoiceAI #n8n #Vapi #BusinessAutomation #AI #Automation #DataAnalytics #BangladeshTech
Having the voice AI write every order straight to Google Sheets and fire a Telegram alert removes the manual data entry step.