Jun Liang Ho Email & Phone Number

Singapore

• Built and deployed a web application serving NLP tools using Docker, React, Python on Azure and AWS, with automatically scalable VMs concurrently serving hundreds of users.• Co-developed an STT web application using the same technologies above, currently deployed to on-prem servers for use as part of a Proof-of-Concept with select government agencies, expected to save millions in costs of manual transcription.• Implemented automated software testing using Cypress, including writing… Show more • Built and deployed a web application serving NLP tools using Docker, React, Python on Azure and AWS, with automatically scalable VMs concurrently serving hundreds of users.• Co-developed an STT web application using the same technologies above, currently deployed to on-prem servers for use as part of a Proof-of-Concept with select government agencies, expected to save millions in costs of manual transcription.• Implemented automated software testing using Cypress, including writing component and integration tests.• Trained and tuned Kaldi models with 7,000 hours of data, with a Word Error Rate (WER) of 26% as evaluated on localised and operational context speech data, expected to improve further with the inclusion of 1,500 hours of operational data.• Finetuned Whisper models for STT using Infocomm Media Development Authority’s National Speech Corpus dataset, with a WER of 16% evaluated on the same localised and operational context speech data above.• Integrated Whisper end-to-end into STT web application, including API design and development. Show less

Singapore

• Specialised in insurance, funds and property development companies.• Conducted analysis of financial statements to identify trends and anomalies in financial data.• Reviewed draft financial statements to ensure compliance with local regulatory requirements.• Conducted compliance reviews for MAS returns and MAS Guidelines and Notices under the Financial Advisers’ act.• Prepared consolidation proofs as part of group financial audits.• Seconded to external client to set up… Show more • Specialised in insurance, funds and property development companies.• Conducted analysis of financial statements to identify trends and anomalies in financial data.• Reviewed draft financial statements to ensure compliance with local regulatory requirements.• Conducted compliance reviews for MAS returns and MAS Guidelines and Notices under the Financial Advisers’ act.• Prepared consolidation proofs as part of group financial audits.• Seconded to external client to set up insurance policy administration system, eBao.- Set up chart of accounts, prepared reconciliation reports, ensured completeness of accounting rules.• Independent initiatives – automation of work processes using Python:- Used ‘pandas’ module to automate sanitising large data files which was done manually previously.- Used Python with Selenium to automatically scrape web data and write into excel spreadsheets.- Automated batch sending of emails with customisable fields using Python ‘pywin32’ package to access COM. Show less

Singapore

Singapore

- Use of RapidMiner Studio (visual design environment for creating predictive analytic workflows) to train a classification model based on labelled data. - Use of this model for classification of events in Singapore scraped from sites like SISTIC and labelled by event categories. - Adapting of this model for another project which involved the binary classification of Tweets into those with complaints about noise and those without. - Learnt how some machine learning algorithms like… Show more - Use of RapidMiner Studio (visual design environment for creating predictive analytic workflows) to train a classification model based on labelled data. - Use of this model for classification of events in Singapore scraped from sites like SISTIC and labelled by event categories. - Adapting of this model for another project which involved the binary classification of Tweets into those with complaints about noise and those without. - Learnt how some machine learning algorithms like Support Vector Machines and the Naive Bayes classifier work. Show less

Singapore

Master'S Degree, Computer Science, 3.9/4.0

Looking to complete coursework to fulfill dual specialisations - High Performance Computing and Computing Systems. • Completed Coursework.

Nanodegree, Data Engineering

Udacity link for verification: https://confirm.udacity.com/GLLPALNG - Data Modelling with Postgres, Apache Cassandra, STAR and Snowflake.

Nanodegree, Machine Learning Engineer

Bachelor Of Accountancy, Accounting

Activities and Societies: SMU Fencing Club, SMU Gourmet Club Captain, SMU Fencing Club - Won Gold for individual and team events.

Bachelor'S Degree, Accountancy, Analytics

Went on a 6-month long exchange programme in Milan, Italy, and travelled within Europe including places within Italy, Iceland, Norway.

A-Level Certificate

Activities and Societies: Raffles Institution Fencing Club, Co-organiser of Shakespeare 24 (Global event), Raffles Interact Club, Raffles.