Spearheaded the development of multi-agent systems using LangGraph, LangChain, LangSmith, and LLM tools to create intelligent chatbots, coding agents for Excel-based data processing, and retrieval-augmented generation applications. Focused on delivering solutions on Azure Cloud with integrated blob storage and indexing, while driving code reviews, leading projects, and mentoring junior developers to ensure high-quality outcomes.
Senior Machine Learning Engineer
Eluvium AI
Development multi-agent systems leveraging LangGraph, LangChain, and LLM tools to analyze email threads and track purchase orders with structured processing and adaptive decision-making. Designed graph-based agent workflows integrating long-term memory, planning, reasoning, reflection, and self-improving feedback loops for enhanced accuracy and adaptability. Incorporated a critique agent for decision evaluation and optimization, alongside a human-in-the-loop mechanism for validation and oversight. Design of evaluation framework using LangSmith.
Senior Machine Learning Engineer
Wavebreak Media Ltd.
Monetization, fine-tune, and research of state-of-the-art LLMs and CV models, focusing on a variety of applications such as image and video captioning, text suggestions, sentiment analysis, semantic search, text-to-image generation, object detection, deblurring, super-resolution, and 3D object/scene generation/reconstruction. Additionally, Flask/Fast/.NET is used to develop scalable services/APIs for these models. NoSQL databases (e.g., MongoDB, Redis) are employed for efficient data storage and retrieval in addition to SQL databases. Development of recommendation systems for sales optimization.
Computational Imaging Engineer
Aselsan Inc.
Leveraged computer graphics, computational imaging, and signal processing tools, including raytracing, Fourier optics, computer vision, and deep learning, to pioneer the design and development of cutting-edge Infrared/Optical range imaging systems tailored for both space exploration and defense applications.
Computational Imaging Engineer
Arcelik Global
Design and development of consumer display systems incorporating advanced techniques such as raytracing, computer vision, and deep learning. Creation of mobile and web apps using React. and Node.JS for backend applications in addition to Python.