Talha BilalVarlık
AI/ML Software Engineer
Recent Software Engineering graduate with expertise in AI/ML, embedded systems, and full-stack development. Proven track record in leading cross-functional teams and developing intelligent systems.
Local Time in Turkey
Professional Experience
From software development internships to leading cross-functional teams.
TongucWorks
Software Development & Data Integration Intern
Sellmify
Social Media Manager / Software Development Intern
TongucWorks
Software Development & Data Integration Intern
Sellmify
Social Media Manager / Software Development Intern
TongucWorks
Software Development & Data Integration Intern
Led development of automated learning management systems with focus on SCORM-to-xAPI conversion.
Tech Stack
Key Achievements
Engineered automated SCORM-to-xAPI conversion pipeline, reducing processing time by 30%
Developed real-time tracking dashboards for 10,000+ learning sessions
Optimized content management workflows achieving 25% faster upload speeds
Maintained 99.9% uptime for LMS deployments
Leadership Experience
Team Lead - University AI/IoT Project
Led development of ESP32-based smart sensor systems integrating real-time data with cloud platforms.
Research Initiative Leader
Independently designed solutions for NP-complete problems including search algorithms and ML models.
About Me
Explore my background, skills, and experience
Talha Bilal Varlık
Software Engineer
Overview
I'm a software engineer who bridges theoretical knowledge with practical solutions. From automated learning systems to full-stack IoT applications, I've developed projects across a wide spectrum.
Through internships at TongucWorks and Sellmify, I've optimized systems by 30% while leading cross-functional teams of up to 6 developers.
Technical Skills
A comprehensive skill set developed through hands-on experience across diverse technical domains.
Tech Stack
Programming Languages
Frameworks & Technologies
AI/ML & Data Science
Embedded & Cloud
Current Interests
Continuous Learning
Passionate about exploring new technologies and methodologies to solve complex problems.
View Projects→Featured Projects
A showcase of my technical expertise spanning research, full-stack development, and data science.
Validation-Guided Heuristics
Research Paper on NP Problems
This research introduces a new approach to solving computationally hard problems by leveraging validation mechanisms to guide heuristic search. The framework demonstrates significant improvements in solution quality across multiple NP-complete problem domains.
Tech Stack
Key Results
- ◇95-97% optimal for Knapsack
- ◇90%+ valid solutions for 3-SAT
- ◇70% fewer backtracking steps
- ◇12%+ overall improvement
Validation-Guided Heuristics
Independent research proposing a novel framework called Validation-Guided Heuristics (VGH) to tackle NP-complete problems with improved efficiency.
- ◇95-97% optimal for Knapsack
- ◇90%+ valid solutions for 3-SAT
Automatic Pet Feeding System
Led a team of 6 to design and implement an automated pet feeding system integrating embedded hardware with a mobile application.
- ◇Fully functional IoT device
- ◇Real-time Wi-Fi pairing
Education & Happiness Analysis
Comprehensive data analysis investigating the relationship between education level, economic indicators, and happiness in Turkey.
- ◇5-fold cross-validation (R²: 0.85)
- ◇Multivariate regression analysis
AI Algorithms Implementation
Comprehensive implementation of fundamental AI algorithms including search strategies and neural networks built from scratch.
- ◇A*, BFS, DFS, UCS implementations
- ◇Q-Learning GridWorld agent
Tetris with Crazy Mode
Enhanced Tetris game featuring both classic gameplay and innovative 'Crazy Mode' with dynamic difficulty adjustment.
- ◇Classic + Crazy modes
- ◇Dynamic difficulty scaling
Client Work
Websites and digital solutions developed for real businesses.
SET Garage
Modern website for a premium used car gallery in Istanbul. A sleek platform offering vehicle sales and consignment services.
Autohaus Intermobil
Multi-language corporate website for a premium automotive gallery in Germany. BRABUS and luxury vehicle sales with service offerings.
Neyla Maslak
Modern website for a premium entertainment venue in Istanbul Maslak. Features online reservations, interactive menu, and gallery.
LIZ Maslak
Elegant website for a premium restaurant and bar. Menu showcase, gallery, private event reservations, and contact features.
SET Garage
Modern website for a premium used car gallery in Istanbul. A sleek platform offering vehicle sales and consignment services.
Autohaus Intermobil
Multi-language corporate website for a premium automotive gallery in Germany. BRABUS and luxury vehicle sales with service offerings.
Neyla Maslak
Modern website for a premium entertainment venue in Istanbul Maslak. Features online reservations, interactive menu, and gallery.
LIZ Maslak
Elegant website for a premium restaurant and bar. Menu showcase, gallery, private event reservations, and contact features.
Let's Connect
Ready to collaborate on innovative projects?
Collaboration
◈AI/ML Projects
Machine learning solutions and algorithm optimization
◇IoT & Embedded
Smart device development
○Full-Stack Dev
End-to-end applications
△Research
Academic collaboration
◈AI/ML Projects
Machine learning solutions and algorithm optimization
◇IoT & Embedded
Smart device development
○Full-Stack Dev
End-to-end applications
△Research
Academic collaboration