• Developed and implemented 15 CICD data pipelines utilizing Kafka, Airflow, AWS, Snowflake, Databricks, and Monte Carlo for certik.com.• Developed and modeled proprietary security scores used to assess blockchain projects and key opinion leaders within the blockchain industry, now integrated in over 40 partners such as CoinMarketCap and Coingecko.• Applied multithreaded optimization techniques for score modeling and parameter tuning, used as a self adjusting mechanism in Certik's proprietary security score model, saving 15% in manual tuning.• Deployed LLM BERT transformer models and NLP techniques for topic modeling, deduplication and sentiment analysis of tweets and news articles, used as a source of data in Certik's security score aggregation.• Fine-Tuned LLM BERT Model on proprietary audited code base for search and ranking using Pytorch, Pyspark, Databrick and MLflow, resulting in a 30% increase in auditing efficiency• Created and engineered customized slack chatbot internal BI tool for marketing and business development purposes utilizing AWS (ECS, EKS, Docker, ECR, Fargate), decreasing number of on-call tickets by over 50%

• Led A/B Testing for new map feature in-app redesign resulting in an increase in 10% improvement in click through-rate.• Conducted Clickstream analysis and segmented 100,000 users into power, core, and casual categories using Machine Learning Algorithms.• Developed and tracked product metrics, such as Monthly Active Users (MAU) and Retention Rate, to monitor user engagement and product performance, resulting in a 8% increase in engagement time.• Managed product roadmap, technical documentation, and user requirements for 3 feature updates (Profile, Dining andDonation) on the mobile platform.

• In rapid iteration process, assist with design, creation and evaluation of new benchtop model for simulations.• Implemented agile methodologies to rapidly and iteratively design, create, and evaluate a new benchtop model for simulations.• Collaborated with the engineering team to stress test product, resulting in a design change, and integrating the design change seamlessly, ensuring minimal disruption to product release.• Maintained timelines and unit processing goals, tracking flow of 500+ incoming/outgoing products daily using Python and SQL.• Conducted data analysis on 3 years of device clinical data, resulting in a 15% improvement in device yield and test strength.

• Manage NUS IEL flagship technopreneurship competition InnoVenture by liasing students with industry partners• Drive initiatives, study visits, soft-skill workshops and marketing campaigns under IEL such as Linkedin SEO and launching of IEL Instagram page• Conducted interviews with CEOs and founding members of startups to develop past engineering case studies such as Structo and Electrify

• Cold knocked and engaged 5 private hospitals and their clinics in product and event promotion. Scouted a major deal with IconSOC, a major private cancer care group in Singapore• Analysed market feasibility and sizing of exoskeleton market and industry 4.0 in Singapore• Drafted and implemented standard operating procedures for supply tracking and ISO13485 Certification• Preparation of company slide decks and graphics which were used in official external presentations to clients

• Met and engaged >30 high growth enterprises in healthcare sector to execute business strategies using grants and capabilities upgrading provided by ESG• Organised and facilitated 1st Healthcare Exchange event with engagement of >20 companies and speakers in digital health, and deep-tech sectors in healthcare• Analysed market trends and conducted landscape study of Singapore, Malaysia, China, India, Thailand and Korea to understand the regional healthcare ecosystems, policies and growth areas

• Collaborated with Manifera and KK’s Women’s and Children’s Hospital (KKH)• Testing and prototyping of design to track level of medical supplies in inventory• Successfully identified 4 different tests objects from the inventory using Tensorflow and Raspberry Pi Camera