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
Tools & DevOps
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.
Analitik İş Güvenliği
Professional website for an occupational health and safety consulting company. Services, certifications, and contact information.
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.
Autohaus Intermobil
Multi-language corporate website for a premium automotive gallery in Germany. BRABUS and luxury vehicle sales with service offerings.
SET Garage
Modern website for a premium used car gallery in Istanbul. A sleek platform offering vehicle sales and consignment services.
F355 Yedek Parça
Auto parts management platform with admin dashboard, product catalog, inventory tracking, campaigns, and customer messaging.
F355 Automobile Technic
Premium automotive tuning parts marketplace featuring BRABUS, ABT, TopCar, and Vossen products with advanced animations and 3D catalog.
Aykut Karan Automotive
Premium luxury automotive showcase with video processing, GSAP animations, smooth scrolling, and multi-language support.
Ayka Trading
Premium German tuning parts retailer with interactive 3D visualizations. Showcases BRABUS, TopCar, Mansory, and Novitec products.
Analitik İş Güvenliği
Professional website for an occupational health and safety consulting company. Services, certifications, and contact information.
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.
Autohaus Intermobil
Multi-language corporate website for a premium automotive gallery in Germany. BRABUS and luxury vehicle sales with service offerings.
SET Garage
Modern website for a premium used car gallery in Istanbul. A sleek platform offering vehicle sales and consignment services.
F355 Yedek Parça
Auto parts management platform with admin dashboard, product catalog, inventory tracking, campaigns, and customer messaging.
F355 Automobile Technic
Premium automotive tuning parts marketplace featuring BRABUS, ABT, TopCar, and Vossen products with advanced animations and 3D catalog.
Aykut Karan Automotive
Premium luxury automotive showcase with video processing, GSAP animations, smooth scrolling, and multi-language support.
Ayka Trading
Premium German tuning parts retailer with interactive 3D visualizations. Showcases BRABUS, TopCar, Mansory, and Novitec products.
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