Modern AI Solutions that Scale

Solutions Architect with 13+ years experience building production ML systems across computer vision, natural language processing, time series forecasting, and modern generative AI.

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Services

๐Ÿ‘๏ธ Computer Vision

Advanced image processing, object detection, and visual recognition systems. From real-time quality control to biometric security and automated visual inspection.

Achieved 90%+ accuracy in production vision applications

๐Ÿ“ Natural Language Processing

Text extraction, classification, and processing systems at scale. From document analysis to intelligent content processing and information extraction.

Processed 60M+ patient characteristics from 10M abstracts

๐Ÿ“ˆ Time Series & Forecasting

Predictive analytics, trend analysis, and quantitative modeling. From financial forecasting to operational optimization and demand prediction.

Delivered projects ahead of schedule with measurable alpha

Cutting-Edge Generative AI

LLMs & RAG Systems

Large Language Models & Retrieval Augmented Generation

Building intelligent systems that combine the power of large language models with custom knowledge bases. From chatbots to document processing systems that understand your business context.

GPT-4 Claude Llama LangChain Vector DBs Semantic Search

Diffusion Models

Image Generation & Manipulation

Implementing Stable Diffusion and other image generation models for creative and practical applications. From content creation to product visualization and design automation.

Stable Diffusion ControlNet LoRA Fine-tuning Img2Img Inpainting Style Transfer

Multimodal AI

Text, Image & Audio Integration

Creating systems that understand and generate across multiple modalities. From visual question answering to content generation systems that combine text, images, and structured data.

GPT-4V CLIP Whisper Text-to-Speech Image Captioning Visual QA

Full-Spectrum Expertise

๐Ÿ’ผ

Pre-Sales & Scoping

Translating business needs into technical solutions that deliver measurable value.

  • Technical discovery calls with stakeholders
  • ML feasibility assessment
  • Algorithm selection and architecture planning
  • Data requirements and infrastructure planning
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Team Building

Building and leading high-performing technical teams across different organization types.

  • Technical interviewing and talent assessment
  • Team structure and workflow design
  • Managing freelancers and annotation teams
  • Mentoring junior engineers and interns
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Full Development Lifecycle

Experience across all phases of ML product development from concept to production.

  • Research and prototyping
  • Data pipeline development
  • Model training and optimization
  • Production deployment and monitoring

A Decade of ML Engineering

Solutions Architect and Machine Learning Engineer with 13+ years of experience, including deep expertise in computer vision, aerial imagery analysis, and autonomous systems. MS in Mechanical Engineering with focus on Control Systems & Computational Science. Led teams across diverse domainsโ€”from vegetation monitoring for power utilities to ADAS validation for autonomous vehicles and biometric security systems. Experience spans the full software development lifecycle across different organization types, with particular strength in bridging business requirements and technical implementation. Recently focused on modern generative AI technologies including LLMs, RAG systems, and diffusion models for practical business applications.

PyTorch LangChain Stable Diffusion AWS Docker AllenNLP scikit-learn TensorFlow Point Cloud LIDAR Multi-sensor Fusion MongoDB Azure Google Cloud

Aleksandar has shown great aptitude and skill as a researcher and is very dedicated to his work. Thanks to his contributions, all projects were completed ahead of schedule.

โ€” Kartik Krishnan, Head of Quant Research, TickUp AB

Let's build something intelligent