In the age of rapid AI advancement, I consider myself a humble student driven by deep curiosity and self-directed learning, despite coming from a completely non-technical background. I love building and doing creative work.
If you want to implement AI solutions into your business or day-to-day work to boost productivity and save time, feel free to reach out.
Since childhood
2018 – 2020
Savar Cantonment Public School and College
2022 – 2026
Bangladesh Agricultural University
Now
I learn how AI works in depth, then make it simple for others. Most good material is in English, so I write for Bangla readers too.
Free open course · Bangla + English
An interactive course on how ChatGPT, Gemini, and Claude work inside. Written in Bangla first, with a full English version.
How it worksEach lesson has a simulator to play with: click a word to see its attention, or rotate a 3D word map. A short quiz ends every lesson.
AI systems that take over everyday business work, like taking food orders or writing sales emails.
A demo restaurant site where customers order or book a table by chatting in Bangla, on the website or Messenger. Staff see every order in one dashboard.
How it worksOne Gemini agent calls tools to search the menu and place orders, so prices come from the database, never the AI.
A practice project. Give it a Google Sheet of leads, and it reads each company's website, writes a personal email, and sends it.
How it worksA scheduled n8n workflow scrapes the site, asks LLaMA 3.3 on Groq for the email as JSON, and sends it through Gmail.
Things I built on my own to learn and to solve problems I care about, mostly around farming and public data in Bangladesh.
Built at a BAU hackathon. A farmer describes a crop, fish, or livestock problem by speaking Bangla. The case goes to the right local officer or university expert, and the farmer reads their answer in Bangla.
How it worksElevenLabs turns speech into text, and Gemini turns it into a case as JSON. The server routes it, and flags 3+ similar cases nearby as a possible cluster.
A camera-first web tool for Bangladeshi farmers to identify crop diseases from leaf photos, get treatment advice in Bangla, and ask follow-up questions about safe chemical dosages.
How it worksClient-side canvas compression shrinks phone photos by 95% before Gemini 3.8 Flash identifies diseases via Vercel serverless functions, with Google Search-grounded chat and voice playback.
A multimodal plant disease assistant that diagnoses leaf photos and answers pathology questions grounded in an authoritative 948-page textbook with exact page citations.
How it worksMultimodal RAG: Gemini 3.8 Flash analyzes leaf symptoms or queries, retrieves relevant chunks from Pinecone, and synthesizes clinical diagnoses with textbook page citations.
A map of Bangladesh's 64 districts that you fill with your own data, like literacy rates. Each district is colored by its value, so patterns stand out.
How it worksRuns in the browser. Papa Parse reads the CSV, D3 builds the color scale, and Leaflet draws the map.
Agent Workflow
Building an autonomous research agent workflow that synthesizes dense sources and generates structured notes.
Playlist
A comprehensive series breaking down Transformers, Attention, RLHF model training, Hallucinations, and RAG integration.
Facebook Page
Official Facebook Page. Follow on Facebook →
YouTube Channel
Official YouTube Channel. Explore on YouTube →
Live Action
Bangladesh Agricultural University showcased like never before.
AI Film
A 78-second narrative, storyboarded and generated with Google Flow.
Live Action
A cinematic exploration of life's complexities and choices.
AI Film
A narrative AI-generated short film exploring trust, perception, and reality.
Live Action
Your choices define your life's algorithm.
Tell me what you want to build, automate, or improve. I usually work best on focused scopes with clear business outcomes.
Pick a look. You can switch anytime.
