Tze Kean N.

AI Researcher

Singapore, Singapore2 yrs 3 mos experience

Most Likely To SwitchAI Enabled

Key Highlights

Expert in data science and machine learning applications.
Proven track record in energy demand forecasting.
Strong leadership experience in high-pressure environments.

Stackforce AI infers this person is a Data Science and Analytics expert with a focus on Energy and Sustainability sectors.

Contact

ngtzekean@gmail.com LinkedIn

Skills

Core Skills

Data SciencePython (programming Language)Machine LearningData AnalysisGenerative AiNlpEconomicsCorporate FinanceSustainabilityHealthcareLeadership

Other Skills

SQLStatistical AnalysisTime Series AnalysisData EngineeringNatural Language Processing (NLP)Data PlanningESGPower BIPredictive AnalyticsFinanceDigital MarketingManagementRecommender SystemsRetrieval-Augmented Generation (RAG)Big Data Analytics

About

Doing some analytical things. Currently playing with Recommendation systems and various investment strategies to hedge my capital. Lots of computer science, some math and finance and a lot of brain work 🤩 Email: ngtzekean@gmail.com WeChat: ngtzekean Other links: https://linktr.ee/ngtzekean

Experience

2 yrs 3 mos

Total Experience

10 mos

Average Tenure

1 yr 4 mos

Current Experience

Flo energy

2 roles

Data Scientist

Promoted

Jun 2025 – Present · 1 yr · Singapore · Hybrid

Approximating data backfill from distribution profile
Energy demand forecasting via statistical methods to construct most probably consumption pattern
Time series handling of PV solar generation data decomposition for detrending and effect removal

Data SciencePython (Programming Language)SQL

Data Analyst

Dec 2024 – May 2025 · 5 mos · Singapore · Hybrid

Supervised by Nils Terpstra [Head of Data and Analytics]
Predictive modelling of demand and supply of the SG energy market through bid ask simulation
Battery Energy Storage Systems (BESS) simulation and analysis to drive potential new revenue stream
Feature engineering and time series analysis in python to build ML and DNN models
Data engineering work using Dagster for ETL purposes
Orchestrate data flow through pipelines from data lake to Snowflake Warehouse
Dashboard building for stakeholders to visualise and monitor performance metrics
Python concurrent and parallel programming to improve program efficiency

Python (Programming Language)Statistical AnalysisMachine LearningData Analysis

Nanyang technological university singapore

Undergraduate Research Assistant

Mar 2025 – Jun 2025 · 3 mos · Singapore

Supervisor: Professor Swati Sharma (Economics)
Research support in behavioural economics pertaining to environment
Development of new course pertaining to Economics and energy

EconomicsESG

Tamira technologies

Founding Engineer (AI & Architecture)

Feb 2025 – Present · 1 yr 4 mos · Singapore

Multi-Agent System design and implementation
Agentic workflow with context control of tooling access
Data planning for high frequency data and schema evolution

Python (Programming Language)Natural Language Processing (NLP)Generative AINLP

Addx

Data Analyst Intern

Jul 2023 – Dec 2023 · 5 mos · Singapore · On-site

NTU Credit bearing internship
Supervised by Yogesh [Data Analytic Lead]
Building of data and feature marts in Snowflake (SQL)
Exploratory data analysis, data profiling, data mapping and data validation
Data analytics and business intelligence through visualisation tools (Power BI) for internal departments and key management
Operating in cross-functional team under AGILE framework
Predictive analytics to drive revenue by leveraging on big data and machine learning techniques (Python sklearn, Supervised and unsupervised learning)

Python (Programming Language)Data AnalysisMachine Learning

Wiz.ai

Finance Intern

May 2023 – Jun 2023 · 1 mo · Singapore · On-site

Supervised by Andy Teo [Finance director]
Finance operations & Managerial accounting
Improving existing financial tracking processes and workflows
Preparations of key account statements (BS,P&L)
Tableau (Prep and Cloud) ETL pipeline

FinanceCorporate Finance

Reangle

Data Analyst [Sustainability]

May 2022 – Aug 2022 · 3 mos · Singapore

Worked with Kazu Watanabe [CEO, Founder]
Conceptualized green finance business model through data analytics
Developed targeted green strategies for various sectors and executed digital marketing strategies
Formulated actionable tactics to promote green businesses
Promoted sustainable growth and development in alignment with SG goals through good ESG practices

SustainabilityData AnalysisESG

Ministry of health (singapore)

Engagement and Strategy Intern

Nov 2020 – Feb 2021 · 3 mos · Singapore, Singapore

Regulatory Compliance & Enforcement Division (RCE) / Engagement & Strategy
Supervised by Chan Weng Chee [Senior Assistant Director]
Administration of online telemedicine E-training (COVID-19)
Supported HCSA team for replacement of PHMCA with HCSA
Streamline processes in MOH LEAP Sandbox team with Python
Data analytics and visualisation for key management

Python (Programming Language)Data AnalysisHealthcare

Singapore armed forces (saf)

Platoon Commander

Dec 2019 – Nov 2020 · 11 mos · Singapore

Officer Cadet School (Logistics Formation) 115/19 - Top Graduate, Sword of Honour
Attained Best Workshop 2019 in unit with platoon size of 60
Elevated 5 soldiers to become Best Unit Soldier (Competition held once every month)
Elevated 2 Sergeants to become Best Section Commander (Competition held once every quarterly)
Developed Business Continuity Plan along with Platoon Warrant Officer and other Key Appointment Holders from other units during the COVID-19 pandemic
Supported COVID-19 operations by ensuring high vehicle serviceability rate to deliver packed masks
Participated in mask packing operations to aid the nation's effort in controlling the COVID-19 pandemic
Lead multiple high-risk activities and safety implementations
Innovated E-Parade State to increase workflow processes

LeadershipManagement