AI Engineer & Full-Stack Developer

Hi, I'm Arshad Abedin Abir

I build intelligent systems at the intersection of machine learning and software engineering, transforming complex models into practical technologies.

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0 Certifications

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01

About Me

I am a Computer Science student with a strong foundation in AI and data science.

My area of expertise is the development and deployment of intelligent systems that utilize a diverse array of machine learning techniques, including deep learning models and classical algorithms.

I am concerned with more than just the model's accuracy — I also value its ease of use, comprehension, and functionality in the real world.

I employ Python, React (via Next.js), and NestJS to develop end-to-end AI-powered applications from a full-stack development perspective.

🎓

Education

BSc in Computer Science & Engineering

American International University — Bangladesh 2022 – 2025 | CGPA: 3.76

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Location

Bashundhara R/A, Dhaka

Bangladesh

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Career Objective

To excel as an AI engineer and full-stack developer by leveraging advanced ML techniques and comprehensive software development expertise.

02

Skills & Expertise

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AI/ML Frameworks

PyTorch Keras TensorFlow Scikit-learn LangChain LangGraph

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Web Development

Node.js Nest.js Next.js React Flask FastAPI Django

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Databases

PostgreSQL MongoDB Milvus

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Languages

Python JavaScript R Java PHP Bash

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Tools & Others

Linux Git Docker Web Scraping N8N

03

Experience

February 2026 — Present

Artificial Intelligence Engineer

Softvence — Dhaka, Bangladesh

Current Role

August 2025 — October 2025

Full-Stack AI Engineer Intern

Amber IT Ltd. — Dhaka, Bangladesh

CRM & AI Integration: Enhanced internal CRM by integrating face detection and semantic search, streamlining customer inquiry management.
AI Agent Development: Engineered autonomous agents, including a real-time call center bot using Docker, WebRTC, and Local LLMs.
Network Automation: Automated critical data-fetching processes via Telnet, reducing manual intervention in network management.

Certifications

📜

Machine Learning with Python

Regression, classification, clustering, and model evaluation with Scikit-learn.

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📜

Deep Learning & Neural Networks with Keras

Building and training neural networks, activation functions, loss functions, and optimization.

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04

Projects

01

TensorFlowOpenCVTransfer Learning

Automated Attendance & Classification System

Real-time computer vision application for identifying students and automating attendance logging. Utilized Transfer Learning on a pre-trained ResNet model with a custom dataset for precise classification in varying lighting conditions.

02

LangChainRAGVector DB

Medical Policy Query System (RAG)

Retrieval-Augmented Generation system for automating information extraction from unstructured medical insurance policies with custom PDF chunking and vector database for high-accuracy similarity searches.

03

PythonOpenCVMediaPipe

Air Mouse

Computer vision system for real-time mouse pointer control via hand gestures captured through webcam. Translates hand movement into cursor dynamics by monitoring finger landmarks.

04

RLDAText Mining

Bangla News Text Mining

Scrapes news articles from BanglaNews24, preprocesses Bangla text, and performs exploratory text analysis and topic modeling (LDA) with word clouds and frequency visualizations.

05

Google CalendarAI AgentNLP

AI Agent for Task Scheduling

Automated task scheduling using Google Calendar with seamless integration, priority management, and intelligent reminders to boost productivity.

06

NLPAI AgentAutomation

AI Agent for CV Sorting

AI agent for automating recruitment process using NLP to analyze and categorize resumes based on predefined criteria, dramatically reducing manual sorting time.

07

PHPMySQLJavaScript

FreeMarket — Freelancing Marketplace

Comprehensive freelancing marketplace with dark theme UI, real-time AJAX search, secure authentication, file upload, role-based access control, job posting/management, and admin panel.

08

Next.jsNest.jsPostgreSQL