Available for opportunities
This is
Talha Jobayer Zihan
Undergraduate CSE student focused on building scalable and real-world solutions using ML/AI and modern software engineering
Tech Stack
React
Python
TensorFlow
Tailwind CSS
PyTorch
Scikit-learn
Neural Networks
Portfolio
Featured Projects
Here are some of my recent projects that showcase my skills and creativity
CareerVector - AI Career Analysis App
A RAG-based AI career assistant that analyzes CVs against real LinkedIn job descriptions (Phitron AI/ML Job Market 2026). Provides semantic skill matching, career roadmaps, and an AI/ML readiness quiz with realistic match scores and actionable insights.
Key Features:
- Semantic CV analysis with FAISS embeddings (not keyword-based)
- JD matching with CV ↔ role alignment scores and explanations
- AI/ML readiness quiz with strength & gap breakdown
- Dark/light mode with theme consistency & social share functionality
RAG Pipeline
FAISS
LLaMA 3.3
Groq
Streamlit
Python
NLP
Personal Portfolio Website
A modern, responsive portfolio website built with Next.js, React, and Tailwind CSS. Features elegant animations, glassmorphism effects, and a comprehensive showcase of projects, experience, and certifications.
Cross-Platform GUI Component Generator
A C++ project demonstrating Abstract Factory Design Pattern to create cross-platform GUI components with comprehensive GTest coverage
Key Features:
- Abstract Factory Pattern Implementation
- Cross-Platform GUI Components
- Comprehensive Unit Testing with GTest
- Clean Architecture & Interface Segregation
C++17
GoogleTest
Design Patterns
OOP
Car Rental System Web App
A full-featured Car Rental Management System built with PHP and MySQL, designed to streamline car bookings, manage fleet inventory, and handle customer records efficiently.
Key Features:
- User Dashboard with car browsing & booking history
- Admin Panel for fleet & booking management
- Real-time booking with date validation
- Secure authentication for admin & customers
PHP
MySQL
HTML/CSS
JavaScript
CRUD
Bangla Sarcasm Detection
A transformer-based NLP project for detecting sarcasm in Bangla text using BanglaBERT. The model focuses on robust generalization through advanced regularization techniques and balanced training strategies.
Key Features:
- Built using BanglaBERT (csebuetnlp/banglabert)
- Balanced dataset using upsampling to handle class imbalance
- Applied Mixup, FGM adversarial training, and R-Drop regularization
- Reduced overfitting via partial layer freezing and dropout tuning
NLP
Transformers
BanglaBERT
PyTorch
Kaggle
Deep Learning
Career
Work Experience
My professional journey and amazing companies I've worked with
Industrial Attachment
Frontier Semiconductor BD Ltd
Completed
Industrial Attachment Program
ECB Chottor, Dhaka
- Completed comprehensive industrial attachment program in semiconductor manufacturing
- Gained hands-on experience with advanced semiconductor fabrication processes
- Observed real-world application of theoretical knowledge in industrial settings
- Learned about quality control procedures and industry-standard protocols
Semiconductor
Industrial Attachment
Manufacturing
Industrial Training
Netro Systems
Completed
15 days+ Training
Hi-Tech Park, Rajshahi
- Gained hands-on experience in software development practices
- Learned industry-standard tools and technologies
- Collaborated with experienced developers on real projects
Software Development
Training
Community
Extra Activities
Leadership and community engagement beyond formal work experience
Officer - Marketing
TEDxRUET
Completed
July 2024 - March 2025
Rajshahi, Bangladesh
- Spearheaded content creation and storytelling to drive audience engagement
- Developed and executed marketing strategies to enhance TEDxRUET's visibility
- Adapted quickly to dynamic environments, ensuring efficient teamwork and execution
Marketing
Content Creation
Strategy
Achievements
Certifications
Professional certifications and continuous learning achievements
Training
PHP (Laravel) Training Certification
RUET - CSE Department
May 2024 - Feb 2025
80 hours
Under: Enhancing Digital Government and Economy (EDGE) Project, Bangladesh Computer Council, ICT Division
Serial No.: EDGE-DSTS-116-6641-00016
PHP
Laravel
Web Development
Certification
Machine Learning in Production
Coursera (DeepLearning.AI)
April 2025
Advanced course covering MLOps, model deployment, and production ML systems
MLOps
Production ML
DeepLearning.AI
Certification
Natural Language Processing in TensorFlow
Coursera (DeepLearning.AI)
March 2025
Comprehensive NLP course using TensorFlow for text processing and language models
NLP
TensorFlow
Deep Learning
Certification
Deep Learning and Reinforcement Learning
Coursera (IBM)
March 2025
Advanced deep learning concepts and reinforcement learning algorithms
Deep Learning
Reinforcement Learning
IBM
Certification
Introduction to Neural Networks and PyTorch
Coursera (IBM)
March 2025
Fundamentals of neural networks and hands-on PyTorch implementation
Neural Networks
PyTorch
IBM
Certification
Machine Learning with Python
Coursera (IBM)
March 2025
Comprehensive machine learning course using Python and scikit-learn
Machine Learning
Python
Scikit-learn