Htet Aung Khant.
Software development · Applied AI · Data analytics
Summary
Applied AI & Analytics diploma student building full-stack applications, data workflows, Power BI dashboards, and predictive models. Combines software development with statistical analysis and AI API integration.
Technical skills
- Languages
- Python, C#, JavaScript, TypeScript, SQL
- Software & web
- React, Node.js, Express, Flask, HTML, CSS, Git, Pytest
- Analytics & BI
- Power BI, Power Query, DAX, KNIME, Excel, SAS Viya, dimensional modeling, data cleaning, feature engineering
- Databases & cloud
- PostgreSQL, SQLite, MySQL, MongoDB, Oracle SQL, Snowflake, Oracle Cloud, AWS
- AI & machine learning
- NumPy, automatic differentiation, neural networks, AI model API integration and orchestration, speech-to-text and image-generation workflows, FFmpeg, Streamlit
- Statistical methods
- Descriptive statistics, hypothesis testing, correlation analysis, regression, model evaluation, scenario analysis
Selected projects
NumPyGrad
Python, NumPy, Pytest, StreamlitCreator & sole engineer
- Built a NumPy deep learning framework with reverse-mode autograd, vectorized convolutions, AdamW, and checkpoints.
- Created Streamlit demos and verified gradients with Pytest and finite-difference checks.
Shades of SG
React, Node.js, PostgreSQL, AI APIs, FFmpeg, WaveSurfer.jsMedia pipeline, video editor & AI assistant · Team project
- Built an asynchronous pipeline for lyric transcription, AI scene planning, image generation, and FFmpeg assembly.
- Created a browser timeline editor and AI assistant with reviewable scene edits, frame regeneration, and caption controls.
Hospital Operations
Power BI, Power Query, DAXBI development, forecasting & scenario modeling · Individual academic project
- Built a Power BI planning dashboard linking 12-month patient-inflow forecasts to staffing needs and wait-time risk through DAX what-if scenarios.
- Unified three hospital datasets in a star schema, enabling consistent time filters and urgency-based analysis of waits and satisfaction.
Workout Energy Prediction
KNIME, SAS Viya, RegressionData preparation, feature engineering & regression evaluation · Individual academic project
- Audited 4,865 rows in KNIME, deduplicating before splitting and engineering heart-rate features for 973 workouts.
- Diagnosed four SAS Viya regression models; gradient boosting yielded 35 kcal validation RMSE on 292 observations.
Additional projects
Retail Customer Analytics
Built a KNIME pipeline combining four regional sources with validation, identifier masking, customer features, and an Excel export for analysis.
ROLLOVER
Co-built a constraint-based surplus-retail platform with a three-person team during a 24-hour hackathon.
SGEN
Built Flask/React feed workflows with multilingual speech input, read-aloud, and safer link handling.
Student Wellbeing Study
Contributed Excel calculations and one-sample/paired test interpretation to a five-person study of 67 students.
Education
Diploma in Applied AI & Analytics · Cumulative GPA: 3.63 / 4.00
Pearson Edexcel International GCSE · Results: 3 Grade 9, 3 Grade 8, and 1 Grade 7
Certificates
- Snowflake SnowPro Associate: Platform
- ServiceNow Certified System Administrator
- AWS Training & Certification: Fundamentals of Machine Learning and Artificial Intelligence
- Anthropic AI Fluency: Framework & Foundations
- IBM SkillsBuild: User Experience Design Fundamentals
Leadership & activities
Class Representative, Year 1 · Organized class bonding events and coordinated student cohort feedback across both Year 1 semesters.
NYP AI — Executive Committee (Head of Publicity & Core Organizer) · Co-led overall ideation, proposal planning, and day-of operations for flagship engagement sessions (Project Starbound: The AI Frontier) and industry masterclasses (Nokia Networks & AI); directed multi-channel publicity across Instagram, Telegram, Discord, and WhatsApp.
NYP Google Developer Group (GDG) — Subcommittee Lead & Presenter · Presented a technical Cloud Run masterclass hosted at NUS, coaching university students through multi-stage Docker builds, serverless container architecture, Artifact Registry, and Cloud Build deployment pipelines.
SDG Open Hack 2026 — Semi-finalist · Built and pitched ROLLOVER with a three-person NYP team in a 24-hour circular-retail hackathon.