Kahhe Lee Email & Phone Number

Singapore

Singapore

• Division: Alliance for Digital Transformation (ADX)Attached to: RSAF Agile Innovation Digital (RAiD), RSAF
• Spearheading the development of a Generative AI product from experimentation to full-scale production, serving as both Technical Product Manager and Consultant.
• Led a team of 4 in creating “SAGE,” an AI-powered, mobile-friendly application, streamlining training preparation and operational processes by up to 80%.
• Acted as Liaison Officer for Minister Jitin Prasada, alongside H.E. Dr. Shilpak Ambule, at the Singapore International Cyber Week 2024.

Singapore, Singapore

• Division: Moments of Life (MOL), Virtual Intelligent Chat Assistant (VICA)
• Experienced working with Generative AI and LLMs - OpenAI GPT models, Google PaLM models
• Successfully spearheaded the planning and development efforts, leveraging the Service Design methodology, to integrate Vertex AI Search, from an experimental concept to a production solution within 2 months - feature.
• Experienced in both Python and Typescript to develop APIs ranging from executing Extract, Transform, Load (ETL) processes to streamlining business processes, using technologies: Airflow, ARQ, and AWS SES. Observed to.
• Experienced working with diverse databases: MongoDB, PostgreSQL, and Pinecone.
• Familiar with FastAPI Framework, and LangChain.Joined under the Technology Associate Programme (TAP)

Singapore

• Division: Moments of Life (MOL), Virtual Intelligent Chat Assistant (VICA)
• Assisted and led various POC on leveraging OpenAi GPT models (Experienced working with GPT-3's Davinci models, incl. Prompt Engineering) to improve chatbot quality and process flow.
• [POC] Built an automated intents generation pipeline that significantly improve the timeline of preparing new chatbot by almost 90% man-hours. The pipeline consist a combination of Web Scrapping tools, NLP techniques.
• [POC] Led experimentation of fine-tuning with GPT-3 models.
• Enhance intents conflict detection from static to live. Optimized conflict detection APIs through re-structuring processing logic and utilizing embedding information tracking in a separate collections.

• Teaching Assistant for Professor Fwa Hua Leong and Dr Graham Ng, Overseas Project Experience (Data Analytics in Asia - Bangkok) [IS455]
• Oversee and coordinated daily agenda (Incl. Office/Factory visits, Faculty consultations and presentation etc.) during the 10-days visit to Bangkok.

Teaching Assistant for Professor Lo Siaw Ling, Digital Business - Technologies and Transformation [IS215]

Teaching Assistant for Professor Huang Zhiwu, Data Mining and Business Analytics [IS424]

• Converted from Internship to Part-Time
• Conducted exploratory data analytics on various data sources.
• Developed data preprocessing pipeline in python (I.e., Pandas, NLTK, Scikit-Learn), including features selection and engineering with PCA techniques. And conduct named-entity-recognition (NER) using Doccano.
• Experimenting and evaluating various machine learning techniques and word embedding (Incl. Pretrained model) / tokenizing techniques (I.e., Gensim – Word2Vec, FastText, RoBERTa (Using PyTorch)).
• Experimenting with Few-Shot Learning and Zero-Shot Learning techniques using Huggingface.
• Create remote access via TightVNC and setup Docker to containerize machine learning programs in Linux Environment and tapped into LARC's Nvidia DGX.

Teaching Assistant for Professor Shar Lwin Khin, Web Application Development 1 [IS113]

The SMU Shop

Singapore

Researching topics of interest to the community and planning sharing sessions – a study on the feasibilities of using Technology such as Artificial Intelligence to improve our fight against climate change in 3 key areas: Transportation, Manufacturing, and Agriculture Sector.

Singapore

- Spearheaded planning of SMU Blockchain Club annual flagship event, Blocknight 2020 (Postponed), where we established connections and garnered the support with 15 companies across various industry.- Lead club representative and facilitator in the annual CCA fair, Vivace 2020 (Virtual) which garnered over 100 club members sign ups - almost 9 times more.

Singapore

- Assistant Manpower Officer at Tanglin Division, managing a team of 6 Staff Assistants.- Handling a multitude of administrative matters – monthly reports, inquiries emails and assisting in auditing procedures.- Took initiatives and successfully incorporate Microsoft excel tools (using VBA programming) to effectively improved administration workflow..

Singapore

- Promoting company (Brother Printer) products, informing customers about after-sales services and suggesting products they may be interested in, based on customers’ needs.- Meeting Client, produce productive feedbacks from both consumers and sales floor.- Handling of weekly deployment schedule, compiling of Promoters timesheet and commission sheet. As.

The Atrium @ Orchard, Tower 2

- Conducted Big Data Analysis using Tableau and Microsoft SQL Server Management Studio.- Incorporating financial calculations for the multi-factor model in presenting portfolio analysis both in Tableau and HTML.- Assisted in designing Company Client’s experience website interface.- Data entry, checking and cleaning using advanced excel formulas and.

Singapore

Promoter for Panasonic printer products.

Ngee Ann City

Novena, Singapore

Singapore

Bachelor Of Science - Bs, Information Systems (Business Analytics & Digitalisation & Cloud Solutions), Magna Cum Laude (High Distinction)

Activities and Societies: - Special Interest and Community Services (SICS): Volunteering under Rotaract Club, Project Bloom 19/20. - SMU.

Business Intelligence And Analytics, 3.77 / 4.00

Activities and Societies: - Vice President of School of Information Technology Club 15/16 - Junior Ambassador of School of Information.