AI Engineer (Applied AI & Machine Learning) with 5+ years of experience designing, developing, and deploying
scalable AI/ML systems for industrial optimization, enterprise automation, and computer vision applications.
…
AI Engineer (Applied AI & Machine Learning) with 5+ years of experience designing, developing, and deploying
scalable AI/ML systems for industrial optimization, enterprise automation, and computer vision applications.
Proven expertise in machine learning, deep learning, optimization (MILP), time series forecasting, and Large
Language Models (LLMs/RAG systems).
Hands-on across the full AI lifecycle—problem formulation, model development, optimization, and production
deployment—delivering measurable business impact, including 40% reduction in planning time and 25%
improvement in resource utilization.
Experienced in building production-grade ML pipelines, MLOps systems, and AI-powered decision support
platforms using Python, PyTorch, TensorFlow, FastAPI, Docker, and SQL. PhD researcher (in progress) focused on
AI-driven medical diagnostics, with strong interest in applied AI for large-scale industrial optimization and
intelligent decision systems
<p>Led the design and deployment of an AI-driven vessel and yard planning system integrating time series </p><p>forecasting with MILP optimization, reducing container planning time by 40% and improving space utilization </p><p>by 25% in large-scale port operations. </p><p>Developed end-to-end production ML pipelines and decision support systems using Python, PostgreSQL, and </p><p>FastAPI, enabling real-time data processing and optimized resource allocation. </p><p>Built a domain-specific RAG-based AI chatbot for operational knowledge management, improving decision</p><p>making accuracy by 35%. </p><p>Collaborated with cross-functional engineering and operations teams to integrate AI solutions into existing </p><p>enterprise systems, ensuring scalability, reliability, and performance.</p>
Lead the design, development, and deployment of complex AI systems.
Oversee the entire AI lifecycle, from data collection, and preprocessing to model training, evaluation, and deployment.
Researching new AI techniques, mentoring junior team members, and collaborating with cross-functional teams to integrate AI capabilities into products.
<p>Automating Vessel and Yard Planning Strategies</p>
<p>Managing the development and production infrastructure for AI.<br>
Conducting statistical analysis to guide and optimize decision-making within the organization.</p>
Managing the development and production infrastructure for AI.
Conducting statistical analysis to guide and optimize decision-making within the organization.
<p>Automating infrastructure for the data science team.<br>
Developing infrastructures for data transformation and ingestion.<br>
Building AI models that make predictions based on large quantities of data.<br>
Explaining the usefulness of AI models to a wide range of individuals within the organization, including collaborators and product managers.</p>
<p>Creating Domain Specific Large Language Model<br>
Developing System Prompts and User Prompts</p>
Creating Domain Specific Large Language Model
Automating infrastructure for the data science team.
Developing infrastructures for data transformation and ingestion.
Building AI models that make predictions based on large quantities of data.
Explaining the usefulness of AI models to a wide range of individuals within the organization, including collaborators and product managers.
<p>Instructed students using lectures, discussions, and demonstrations in Computer Architecture and Digital Image Processing.</p>
Instructed students using lectures, discussions, and demonstrations in Computer Architecture and Digital Image Processing.
Learning the process of generation and distribution of power.
<p>Learning the process of generation and distribution of power.</p>
Automating Vessel and Yard Planning Strategies
<p>Lead the design, development, and deployment of complex AI systems.<br>
Oversee the entire AI lifecycle, from data collection and preprocessing to model training, evaluation, and deployment.<br>
Researching new AI techniques, mentoring junior team members, and collaborating with cross-functional teams to integrate AI capabilities into products.</p>
<p>Production-grade multi-agent RAG system for automated email processing, intelligent </p><p>data extraction, and response generation using LangChain and custom retrieval pipelines.</p>
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