Work Experience

• Software Engineer, IDfy

  Jul, 2023 - Present

  Working as a Software Engineer focusing on OCR, NER, and ML infrastructure

  • Conducted comprehensive benchmarking of OCR and NER models, evaluating performance metrics across diverse document types

  • Enhanced information extraction APIs for Southeast Asian markets, improving accuracy by 15% across 11 document types

  • Engineered a high-precision document tampering detection service achieving 95% precision and 90% recall

  • Spearheaded design and development of scalable multimodal service integrating fine-tuned LLM models

  • Built Document acceptability service for authenticity and quality evaluation

  • Engineered and deployed Shop AI API for merchant category classification

  • Optimized GPU infrastructure costs on Google Cloud through intelligent autoscaling

• Software Engineer Intern, IDfy

  Jan, 2023 - Jul, 20236 months

  Internship focused on ML infrastructure and model development

  • Conducted comprehensive benchmarking of Object Detection models

  • Developed PII data masking model improving accuracy from 89% to 99%

  • Architected MLOps infrastructure across 10+ Projects

  • Engineered MLOps pipelines on Vertex AI

  • Built automated active learning system for production models

• Mechatronics Intern, InfinityX Innovations

  Jun, 2019 - Aug, 20192 months

  Internship focused on IoT systems

  • Engineered IoT-enabled battery cell swapping system for proof-of-concept demonstrations

Projects Experience

• Melanoma Detection Research

  Dec, 2024 - Present

  Personal research project on improving early melanoma detection using ML models with a dataset of ~3000 images

  • Conducting research to improve early detection of melanoma using machine learning

  • Working with a specialized dataset of approximately 3000 images

• DSL Generator Bot

  Feb, 2024 - Mar, 20241 month

  Developed an LLM-powered bot to automate orchestrator workflow generation

  • Reduced workflow JSON configuration creation time from a week to a day

  • Implemented LLM-based automation for orchestrator workflows

• Covid19 XRay Detection Learning

  Apr, 2020 - Apr, 20201 day

  Personal project focused on detecting COVID-19 from chest X-ray images using CNNs

  • Implemented Convolutional Neural Networks for COVID-19 detection

  • Gained hands-on experience with CNN fundamentals

Skills

Education

Awards

Publications