Md Zunayed

@zunayed

Competitive Programmer | ML & AI

Aspiring Machine Learning Engineer (Data Science Major) with a proven track record in full-stack AI deployment, NLP, and Computer Vision.

About

Experienced in fine-tuning LLMs, CNNs in PyTorch, and building FastAPI medical screening applications. Strong analytical foundation backed by 1,500+ solved competitive programming problems across various platforms.

Career

Experience: 3 years

Experience

Founder & Software Engineer

Avocado.bd

Jun 2026 — Present

Building Taafi as a solo developer, including cross-platform apps, a REST API, an admin portal, and cloud infrastructure.

• Architecting and building Taafi as a solo developer, engineering dual cross-platform Flutter mobile apps (Patient/Doctor/Nurse/Assistant), a Node.js/MongoDB REST API, and a Next.js administrative portal. • Designing and engineering core infrastructure and cloud deployment, integrating FCM push notifications, automated Telegram/SMS alert pipelines, dynamic deposit engines, and production hosting on Render/Vercel.

Education

B.Sc. in Computer Science and Engineering, Data Science

East West University

2026

Selected projects

Medical Condition Predictor — AI Chatbot

Built and deployed a full-stack NLP web application that extracts 16 structured clinical features from free-form user conversation for preliminary health screening, using a fine-tuned Llama 3.1 8B model with LoRA for constrained, schema-strict feature extraction.

DermaVision — Skin Cancer Screening Tool

Developed and deployed a web app for early skin cancer detection that classifies dermatological images and returns a calibrated confidence score, using a trained convolutional neural network.

Lung Cancer Classification System

Engineered a CNN-based computer vision model to classify lung cancer from histopathological images, using a deep convolutional architecture trained on multi-class histopathology data.

Achievements

4th Place — Rookie Code Clash, Final Round

Top 7% — Kaggle Digit Recognizer Competition Leaderboard

Kaggle

Top 20% finisher in multiple competitive programming contests

Skills

PyTorchScikit-learnNumPyPandasCNNsTransfer LearningHugging FaceLLM Fine-TuningNLPComputer VisionModel DeploymentPythonCC++JavaObject-Oriented Programming (OOP)FastAPIFlaskReactHTML