Data, AI, Machine Learning development and consultancy
PhD (AI & ML), MSc(Big Data), MSc(Computer Networks), BSc(Computer Engineering) , | AMIESL | A.Eng (ECSL) | ACMA | CGMA
* Top 1% of all TestDome candidates in data science and machine learning
* AI ML PhD researcher (University of Queensland) with awards from Microsoft and CSIRO
* Solid mathematics and computer engineering background
* 15+ years hands-on technical experience + exposure
* Chartered management accountant (UK/USA).
* Keen on start-ups, worked in a few and Founder myself (on an AI tech product) . Based in Brisbane.
Innovative AI, ML engineer with over 15+ years of software development experience in performance analysis, troubleshooting and high-performance world-class systems design including the London Stock Exchange. High proficiency in ML frameworks, python, graph networks, python and C variants. Strong skills in computer architecture, software engineering, computer vision and ability to solve challenging problems using out of the box approaches.
Very strong and an expert in:
- python, pytorch, TensorFlow, dataframes, numpy, scipy, matplotlib and visualizations
- machine learning models using NLP (Natural Language Processing), Langchain models and workflows, LLM (Large Language Model), Hugging Face, model switching (Clipper, Tensorflow Serving)
- Vector Embedding, Vector Database, Whisper AI, Vertex AI, OpenAI, Generative AI
- GPT 1/2/3/4 chatGPT API integration, fine tuning, prompt engineering
- Data engineering (PowerBi, Tableau, DAX, python-based web scraping for insights
- High performance computing (School of Math and Physics) – AVX, Open MP, Open MPI, CUDA
- Computer vision & Pattern recognition – topics: YOLO, Siamese networks, VQVAQ, stable diffusion, transformers, StyleGAN, ControlNet, live video classification, segmentation
- Graph Neural networks - clustering, classification, contrastive learning, efficient training and inference, heterophilic datasets, dynamic attention models
- Finance related models - transaction classification and auto reconciliation, fraud detection
- Prompt Engineering and Retrieval Augmented Generation (RAG)
- AI Generated Art (PIKA, Stable Diffusion + Midjourney), private stable diffusion models
- Research work, Mathematica, Latex, Overleaf and discovery
* I also development and coding in asm, c, c++, c#, flutter, dart and most shell scripting
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