Victor Tan Email & Phone Number

Singapore, Singapore

Singapore

Automation of repetitive tasks (Excel, Webscraping, Teams) with python programmingAndroid Mobile App Developer (Java)AWS Services Used: Amplify, Cognito, Lex, DynamoDB , LambdaDatabase Used: DynamoDB, PostgresSQL, Microsoft Access

Singapore

Developed several projects as part of a 12-week intensive data science program for machine learning, statistics, programming with Python and SQL, communication and designProjects utilized modeling techniques ranging from regression and classification to NLP and deep learningUtilized Python data modules such as Scikit learn, Stats model and NLP toolkits; data handling with emphasis on SQL and MongoDB; and distributed programming and Big Data Practices with AWS using PySparkProjects:Prediction Resale Flat Prices using Linear RegressionUsed Selenium and BeautifulSoup to scrape resale flat record data, then cleaned and explored the data using Pandas, Seaborn and Matplotlib Explored the data and used feature engineering to select the most predictive features and trained the dataset on a Linear Regression model using Regularization Predict Credit Card Fraud with Supervised Learning AlgorithmUsed Postgres SQL to retrieve data and used grid search cross-validation tooptimize Logistic Regression, KNN, Random Forest and naive Bayes modelBased on the F1 and AUC score, random forest classifier is chosen as the best predictive modelNatural Language Processing on Hotel ReviewsPredict good or bad reviews using TF-IDF to convert word to vectors and predicted good and bad ratings using Logistic Regression, Random Forest and Naive Bayes ModelsExecute topic modeling with LDA, NMF and LSA to find topics relevant to good and bad reviews

Singapore

B2B Project Sales for Commercial Air-conditioning in Bangladesh, Sri Lanka, Maldives, Fiji and Nepal. Product range from VRF, VRF AHUs, Multi Splits, and Single Split Air-Conditioning EquipmentHeld inquiry meetings and provide training to partners in the overseas Update sales status in the B2B system and prepare excel sales pipeline report to the management

Singapore

B2B Project Sales in Singapore for Chiller, AHUs, VRV, VRV AHUs, Multi Split and Single Split System Air-Conditioning EquipmentGood understanding of BCA Green Mark requirements on Air-conditioning systemGood understanding in NEA Energy Labeling Scheme on Air-conditioning systemGood understanding of control system for Air-Conditioning systemTaskforce in preparing Monthly VRV ReportTaskforce in internal green-mark meetings representing salesAwarded Daikin Outstanding Performer Award for Sales Engineer Test in 2016Certificate of Achievement for Daikin Future Leaders Program in 2016

Singapore

In-Charge of Aircon Department Retail StaffEnsure pricelists and price tags are updatedAttend to walk-in customers and handled sales inquiry callsHandle and solve customers' complaintsIssue sales orders and arranged for the delivery of goodsProvide after-sales support and follow up with customersRecommending products to end-user staying in residential HDB/Condo or Private HouseFamiliar with Sales Process in the Retail SectorParticipated in roadshows at Singapore Expo and Suntec City

Bachelor'S Degree Electrical & Electronic Engineering, Infocomm

Computer Engineering