Resume

Skills

Python, PyTorch, LangChain, Llama-index, AWS, GuardrailsAI, CrewAI, LangGraph, Unstructured, Llama, Figma, SQL, HTML, JavaScript, Agile, Scrum, Prompt Engineering, Microsoft Office, LiveKit, WhateverItTakesToGetTheJobDone

Experience

MResult – Software Development Engineer / Applied AI Engineer, Bengaluru, India, Dec 2024—Present 

  • Co-built an AI therapist for a client with LangGraph with long-term memory and custom GPT creation
  • Automated integration testing using Selenium and Unittest
  • Built Voice-to-Voice integration with RAG and memory using LiveKit, Llama-index and Silero VAD
  • Reduced time-to-first-token by 90% by implementing streaming using Responses API, FastAPI and PostgresSQL and enhancing UX

Open Government Products – Partnerships Intern, Singapore, May 2023—Aug 2023 

  • Launched a CRM across functions for improved stakeholder relationship management and knowledge sharing
  • Mentored a team that won the SGD 10,000 sponsorship prize in the Build for Good citizen hackathon
  • Designed learning material (slides and videos) on prompt engineering for programming and writing using Pair (a safe and secure version of ChatGPT for Singapore Government officers)

Vymo – Frontend Engineer Bengaluru, India, Apr 2021—Apr 2022

  • Redesigned and developed the company website to improve customer interface and visitor experience
  • Developed email templates to improve efficacy of email marketing campaigns
  • Developed an internal repository using Google Sites and Google Sheets that increased knowledge sharing within the team

Solar Energy Research Institute of Singapore (SERIS) – Research Engineer / Software Engineer, Singapore,  Aug 2019—Oct 2020

  • Devised computer vision algorithm that detected solar modules in drone videos with 92% accuracy, enabling detection of defects within focused areas of solar panels using PyTorch
  • Envisioned, developed and launched an interactive SaaS dashboard to display solar farm data captured by drones
  • Developed a backend web service to serve solar farm data to frontend dashboard using Django and Nginx
  • Designed and implemented the spinoff company corporate website using WordPress as the content management system

H3Zoom.ai – Technical Support Engineer / Software Engineer, Singapore, Sept 2018—Jul 2019

  • Devised and implemented image-annotation pipeline that was YYY% faster than previous methods 
  • Developed data-validation microservice that improved data quality by XX% for company’s proprietary AI engine that detects structural defects in buildings
  • Developed computer vision algorithm that blurred humans and windows in drone images with ZZ% accuracy, enabling greater privacy and data protection
  • Provided technical customer support and training sessions for internal and external clients running H3Zoom software

Air Liquide – Quality Admin Assistant (3-month contract role), Singapore, Mar 2017—Jun 2017

  • Conducted outgoing quality checks on certificates of analysis for key customers (e.g., Micron, TSMC)

Miclyn Express Offshore (MEO) – Management Trainee Singapore,  Nov 2015—Mar 2017

  • Prepared several multi-million-dollar vessel tender submissions for national oil companies and international oil companies in ASEAN and Middle East region
  • Completed pre-qualification assessments with PTT Exploration and Production to increase deal and revenue flow
  • Digitized vessel equipment manuals and equipment certificates for easier access and increased knowledge sharing
  • Rebranded and launched company’s Moodle training system to standardize teaching and increase awareness of overall safety

Education

University of Maryland, Smith School of Business, College Park, MD, USA

Master of Business Administration, GPA 3.71/4.00 , Aug 2022—Jun 2024

  • Elected as the Student Track Representative to represent 1st year MBA students in the MBAA board meetings
  • Teaching Assistant for Managerial Economics (Term A, Fall 2023) 
  • Co-organised the “Winternship Challenge” to encourage 1st year MBA students to clinch their dream internships and enabled 60% of the participants to secure internship

National University of Singapore , Singapore

Bachelor of Engineering, Mechanical Engineering, Aug 2011—Jun 2015

  • Selected to the University Scholars Program – a multidisciplinary academic program that accepts only 3% of each undergraduate-student cohort

Additional achievements

  • Won the Entrepreneurship and Innovation Practicum Grant worth SGD $10,000 (administered by NUS Entrepreneurship Centre)
  • Co-designed and executed Singapore’s first proof of concept conversion of a combustion engine motorcycle to an electric motorcycle; Featured in Business Times, Today, Lianhe Zaobao and Channel NewAsia
  • Received the Volunteer Service Award in recognition of excellent service and outstanding contribution as a tutor in the Boy’s Town Tuition program (organized by Singapore Technologies Endowment Program) 
  • Awarded the Agency for Science Technology and Research (A*STAR) India Youth Scholarship (2007-2010)
  • Hiked to Mount Everest Base Camp via Chola Pass in 2022

Relevant certifications 

Hobbies: Cycling, Running, Tabla (Indian Percussion Instrument), Trekking