Asim Sultan
Senior Machine Learning Engineer @Riskhorizon Ai
Signup · Get unlimited contacts
WORK HISTORY
Senior Machine Learning Engineer @Riskhorizon Ai
Toronto, ON, CA
I am currently a Senior Machine Learning Engineer at RiskHorizon, where I lead the development and deployment of advanced AI solutions to drive innovation and efficiency. With a robust background in machine learning, I have built and fine-tuned various LLMs and developed Retrieval-Augmented Generation (RAG) systems and Agentic RAGs.In my role, I have successfully built and fine-tuned open-source models such as Llama2, Llama3, and Mistral. Additionally, I have utilized tools like LlamaIndex and LangChain along with vector databases (e.g, Pinecone, FAISS) to build efficient and effective AI solutions. My work involves employing advanced techniques such as Parameter-Efficient Fine-Tuning (PEFT) and QLoRA, and deploying models using platforms like Google Vertex AI Studio, Google Colab, and local environments.A key aspect of my work includes developing a multi-docker containerization environment on Google Cloud Platform (GCP) for seamless deployment and writing CI/CD pipelines to ensure robust and efficient deployment processes. Our models, fine-tuned internally, are deployed on GCP endpoints and are actively used within the industry, showcasing our commitment to not relying on third-party LLMs.To stay at the forefront of AI advancements, I continuously explore and integrate the latest trends in AI. These include:AI-Powered Software Engineering: Enhancing developer productivity and code quality with AI tools like GitHub Copilot and model-driven development approaches.AI in UI/UX Design: Utilizing AI to create data-driven and user-centric design solutions in digital interfaces.These advancements reflect my commitment to driving AI innovation and applying cutting-edge technologies to solve real-world problems, enhancing both operational efficiency and strategic decision-making.
EDUCATION
Ryerson University - G. Raymond Chang School of Continuing Education
Certificate Program
International Islamic University, Islamabad
Bachelor's degree
ABOUT ASIM SULTAN
As a results-driven professional in Machine Learning and Data Science, I specialize in leading AI projects involving large language models (LLMs), Retrieval-Augmented Generation (RAG), fine-tuning, and model deployment and maintenance. My expertise lies in developing and implementing advanced machine-learning solutions that drive innovation and strategic decision-making. With a strong foundation in programming, statistical analysis, and mathematical modeling, I excel in transforming complex data into actionable insights. Throughout my career, I have successfully led high-impact projects, leveraging state-of-the-art techniques such as deep learning and natural language processing. By staying abreast of the latest advancements in AI, I have consistently delivered measurable results, whether in optimizing data pipelines, fine-tuning models, or conducting cutting-edge research. If you seek a data-driven problem-solver with a proven track record of leading AI initiatives, let\'s connect to unlock the full potential of data together.
This profile is compiled from publicly available professional sources. Unifers is not affiliated with or endorsed by LinkedIn. Request removal of this profile.