Ahmet Ataşoğlu profile picture

Ahmet Ataşoğlu

AI Engineer

Biography

I am an AI Engineer with 5+ years in software engineering and experience in AI model training and deployment. I am specialized in LLMs, Multimodal AI, and Embodied AI.

Interests

LLMsNLPMultimodal AIAI AgentsEmbodied AIDomain-specific ModelsAI-native DevelopmentModel OptimizationML Pipelines

About Me

  • 🤖 Building intelligent systems that combine language, vision and different modalities
  • 🔬 Developing practical AI solutions that bridge research and real-world applications
  • 🚀 Focused on creating systems that can learn, adapt, and operate in dynamic environments
  • 🛠️ Passionate about open-source AI tooling and reproducible AI systems

Skills

PythonC/C++RustGoPyTorchHuggingFace TransformersAccelerateDiffusersGensimOpenCVLLM Fine-tuningLoRA / PEFTRAGVLMsTool CallingModel Context ProtocolRetrieval-Augmented GenerationConversational AIAI AssistantAutomatic Speech RecognitionText-to-SpeechData AugmentationData AnalysisEmbodied AgentsKnowledge DistillationModel OptimizationModel QuantizationRLHF / DPOCUDAvLLMONNXDockerLinuxGitGitLab CI/CDDevOpsFastAPIRESTful APIsWebSocketsWebRTCROS

Experience

AI Engineer

AKINROBOTICS

- Konya, Turkey
  • Designed and implemented scalable NLP and multimodal training pipelines (LLM, ASR, TTS) using PyTorch-based ecosystems, enabling context-aware robotic interactions.
  • Developed and optimized multimodal LLM systems (text, speech, vision, tool-calling) with a focus on model efficiency, latency reduction, and real-world deployment constraints.
  • Built end-to-end embodied AI architectures integrating sensor data, grounding strategies, and hardware-aware inference pipelines.
  • Led experimentation workflows including fine-tuning, evaluation, and reproducibility practices for production-grade AI systems.
PyTorchLLMsEmbodied AgentsROSMultimodal SystemsASRTTSCUDA

Full Stack Developer

ABRANERO

- Remote
  • Designed and implemented backend services and API architectures supporting scalable mobile applications.
  • Developed real-time features including authentication, payment integration, and accessibility-focused services (OCR, voice control, location tracking).
  • Architected database schemas and service layers with a focus on performance, maintainability, and production reliability.
PHPMySQLREST APIsFlutterMobile DevelopmentFastAPI

Summer Intern

TUBITAK SAGE

- Ankara, Turkey
  • Applied bio-inspired optimization techniques (Genetic Algorithms) to tune PID controllers in defense-oriented control systems.
  • Improved controller stability and response characteristics through simulation-driven parameter search.
PythonGenetic AlgorithmsBio-inspired ComputingDynamic Control

Projects

ToolsGen

A modular Python library for synthesizing tool-calling datasets from JSON tool definitions using an LLM-as-a-judge pipeline. Designed for OpenAI-compatible APIs.

PythonLLMsOpenAIJSONTool CallingDataset Synthesis

SQLite-Vec-Client

A lightweight Python client around sqlite-vec that lets you store texts, JSON metadata, and float32 embeddings in SQLite and run fast similarity search.

PythonSQLiteVector Databases

ask2api

Minimal Python CLI tool that turns natural language prompts into structured API-style JSON responses using LLM.

PythonLLMsOpenAIJSONTool Calling

WebSense

A Python library that transforms raw websites into structured, meaningful data. It leverages AI to semantically understand page content, allowing you to extract complex data structures without writing brittle CSS selectors or XPath expressions..

PythonLLMsOpenAIJSONWeb Scraping

Get In Touch

Feel free to reach out for collaborations or just a friendly chat.