Architecting Intelligence
I am Faysal Al Mahmud. I construct scalable machine learning infrastructures, engineer deep neural networks, and synthesize raw data into cognitive systems.
Cognitive Capabilities
Deep Learning Architecture
Designing sophisticated neural networks (CNNs, RNNs, Transformers) utilizing PyTorch and TensorFlow for complex data arrays.
Predictive
Analytics
Statistical ensemble modeling to forecast complex trends with extreme precision.
NLP
Systems
Large Language Model fine-tuning, semantic vectors, and human language understanding.
Core Tech Stack
ORBIT
Deploying sophisticated machine learning models, engineering neural architectures, and synthesizing complex data infrastructures.
Technical Interviewer
MasterCourse · Part-time
Conducted high-volume, performance-based assessments to evaluate candidates' practical Data Science skills and ensure program technical standards were rigorously met.
Trainee Data Scientist
MasterCourse · Internship
Completed intensive Data Science training. Developed predictive models and executed extensive exploratory data analysis to extract actionable insights from core datasets.
Developer Team Lead
Kacchi Bhai
Responsible for leading a team of talented developers in creating and maintaining web solutions. Ensured efficient operations by leveraging the latest technologies to meet customer needs.
Deployed Models
AI Patent CPC Code Classifier
Automated multi-label classification of AI-related patents into Cooperative Patent Classification (CPC) codes utilizing advanced deep learning architectures.
Surgical Equipment Recognizer
A highly sophisticated computer vision engine developed to track, identify, and securely classify 20 distinct types of surgical tools from live surgical fields.
Analysis of Healthcare Professional in BD
A massive data science pipeline mapping out geographical distributions and statistical demographics of medical professionals across Bangladesh.
Global Accolades
Achievements encoded as synaptic firing events across a global intelligence network.
LAYER
LAYER
LAYER
ICPC Asia Dhaka Regional Contest
Honorable Mention at the prominent ICPC Asia Dhaka Regional Contest 2024.
Highest CGPA 3.83
Secured 1st rank in my batch with the highest CGPA of 3.83.
Academic Base.
B.Sc. in Computer Science & Engineering
Brahmaputra International University
Higher Secondary Certificate (Science)
Jamalpur Residential Model College
Research Syntheses.
Incentivizing Recycling: A QR Code-Based Rewarding Reverse Vending Machine for Plastic and Metal Bottles
This research develops a user-friendly Reverse Vending Machine (RVM) for recycling plastic and metal bottles, offering QR code-based rewards to encourage recycling. The system aims to increase recycling rates and reduce waste, with plans to integrate AI for better object recognition.
Extracurricular Impact.
President
BRIU Computer Club
Founding Gen. Sec.
BRIU Computer Club
Campus Leader
Applink by Banglalink
District Head
Bangladesh Innovation Forum
ARCHITECT
THE FUTURE.
Seeking high-impact roles to build the intelligence of tomorrow.
faysalalmahmud78@gmail.com