About me (Registered since 01/10/2025)

AI/ML Engineer with 6+ years of experience specializing in generative AI, LLMs, and deep learning. Proven track record across NLP, RAG, LangChain, and scalable AI systems. Strong Python, cloud, and deployment expertise.

Skills

Portfolio

Education

Key Skills and Competencies

Technical Skills: Python (NumPy, Pandas, FastAPI), TensorFlow, PyTorch, LangChain, RAG, NLP, Deep Learning, Computer Vision, MLOps, Docker, Kubernetes, Jenkins, GCP, AWS, SQL, and MongoDB. Functional Skills: End-to-end AI/ML solution design, model deployment, data pipeline automation, cloud integration, and real-time inference optimization. Leadership Skills: Cross-functional collaboration, mentoring junior engineers, leading small AI research teams, and driving innovation through practical, results-oriented problem-solving.

Work Experience

  • August 2024 - Present
    NUS, Singapore

    Research Engineer

    • Fine-tuned and trained computer vision models on SAR/remote sensing datasets, targeting ionospheric and geospatial applications.
    • Deployed and optimized inference on AMD Versal VCK190 AI Engine, leveraging C++ for efficient edge AI execution.
    • Explored distributed learning and signal processing workflows bridging supercomputing and embedded AI.

  • March 2024 - July 2024
    Ample Solutions, Singapore

    AI Intern

    • Developed and fine-tuned LLMs for AmpleGPT, facilitating interactive RFQ data responses for sales
    • Deployed models on Alicloud Linux GPU server, established CI/CD pipelines, and integrated FastAPI for backend development, optimizing the overall system efficiency.

  • October 2021 - July 2023
    ISRO, India

    Scientist/Engineer SC

    • Spearheaded development of a GAN model for optical image translation in SAR data, tested on more than 10,000 images, and achieved a high accuracy rate.
    • Developed a framework for global spatial data access and instant calculations with a 5-10 second response time, improving business operations and reducing user wait time.
    • Led a team of 5 developers in creating a high-performance computing geolocation framework, optimizing existing processes by 50%.
    • Created an ML model for ship detection and classification in SAR datasets with an accuracy rate of approximately 95%.
    • Innovated an automated system for data quality assessment, reducing QA operations time by more than 60%.
    • Mentored a team of four junior scientists in SAR sea ice identification, achieving an accuracy rate of around 95%.
    • Designed an advanced geospatial photograph annotation tool, improving data accuracy and streamlining annotation processes, resulting in a 30% reduction in annotation time and enhancing data visualization and analysis capabilities.

  • August 2020 - February 2021
    SCIO Health Analytics, India

    Programmer Analyst (Contract)

    • Created a C# and WPF-powered runtime configuration system, resulting in a 40% reduction in application launch time.
    • Enhanced healthcare operations with a user-friendly WPF interface, improving data accuracy and reducing administrative workload by 20%.

  • July 2019 - August 2020
    Tavisca Solutions Pvt Ltd, India

    Software Trainee

    • Developed scalable backend APIs for travel management, invoicing, and inventory systems.
    • Improved system performance by reducing response times up to 70% and automating manual workflows.
    • Expedited page load times by optimizing 4 pivotal APIs and seamlessly integrating Monaco Editor for enhanced code writing, leading to a 50% reduction in response time.
    • Pioneered and implemented APIs for cruise and tour invoicing, inventory management, and order booking, revamping operations, and relieving manual tasks, delivering a significant 40% reduction in processing time.

  • September 2018 - April 2019
    Accenture, India

    Application Development Associate

    • Automated incident management processes, achieving a 30% reduction in resolution time and significantly improving support team productivity.

Languages

English
Professional