AI / ML Engineer

6 hours ago

Kuala Lumpur, Kuala Lumpur, Malaysia Aurionpro Integro Lending Full time

AI/ML Engineer JD

Responsibilities:-


• Design and deploy state-of-the-art offline generative AI models to enhance, optimize and improve productivity of key business functions of multiple products.


• Build and optimize OCR technologies to handle various document formats, including scanned PDFs, images, structured forms, and handwritten text.


• Stay up-to-date with the latest advancements in generative AI and integrate new techniques into our projects


• Stay up-to-date with the latest low-code/no-code platforms and leverage them to accelerate development and reduce time to market.


• Work together with project team and cross functional team to design and implement quality solutions as per customers' and stakeholders' requirements.


• Debugging and resolving technical problems that arise.


• Participate in solutioning meetings with project team and customers.


• Fine-tuned domain-specific LLMs/ML models tailored to corporate lending and commercial banking domain.

Technical Requirements


• Working knowledge of Web API, REST, XML, JSON.


• Hands-on experience in UI/UX development using JSP, HTML5, React, CSS3, JavaScript.


• Able to define solution and prepare technical specifications according to Functional Specifications.


• Proficient in programming languages such as Python, and experience with deep learning frameworks (TensorFlow, PyTorch), LangChain, and multi-LLM / AI agent orchestration.


• Experienced in fine-tuning Large Language Models (LLMs) in local and offline environments.


• Hands on experiences in extracting information from financial-related documents such as loan agreements, financial statements, and credit reports using OCR or VLM technologies.

Interpersonal Requirements


• Excellent written and verbal reasoning and communication skills


• Excellent problem-solving skills with high level of initiative


• Meticulous, detailed and able to work with minimal supervision


• Ability to work under pressure and meeting tight deadlines


• Demonstrates strong commitment to meeting deadlines with high-quality deliverables.

Added Advantage


• Strong fundamental knowledge in machine learning, deep learning, and artificial intelligence.


• Experience in Banking Solution development will be an advantage


• Willing to work in a cross cultural team with multi geographical locations (onsite-offshore) will be an advantage


• Advantage if worked on Agile Framework or aware of basic Agile terminologies and processes


• Provide technical input during the business development life cycle


• Participate in experimentation to assess new solution/application paths


• Identify challenges to help the development of formalized solution methodologies


• Interface and coordinate tasks with internal and external technical resources.


• Collaborate to provision estimates, develop overall implementation solution/application plan


• Basic knowledge on Containers (e.g. Docker, Kubernetes) and DevOps technology on VMware infrastructure and/or Public Cloud (e.g. AWS, Azure, Oracle, Alibaba) will be an added advantage


• Basic knowledge of Cloud & distributed architectures, Microservice, API best practice design


• Basic knowledge of CI/CD and exposed to standard development ecosystem: Jira/Confluence, SVN/Git, Jenkins, Eclipse/IntelliJ

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