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Turning Spatial Data Into Real-World Decisions Hi, I’m Wanisa, a Geo-Informatics specialist with 17+ years of experience in spatial analysis, remote sensing, GIS, environmental intelligence, and data-driven decision systems. I help businesses, investors, researchers, and organizations answer one important question: 👉 “What does location-based data actually mean for decision-making?” My work goes beyond creating maps. I build analytical systems that integrate geospatial data with real-world factors such as: ⦿ Climate ⦿ Environment ⦿ Infrastructure ⦿ Land use ⦿ Economics ⦿ Investment signals ⦿ Demographics ⦿ Business operations ⦿ Risk intelligence The goal is simple: 👉 Turn complex spatial data into actionable insights. What I Specialize In Spatial & Geo-Intelligence Analysis ⦿ GIS & spatial analytics ⦿ Remote sensing interpretation ⦿ Multi-layer spatial modeling ⦿ Spatial statistics & pattern analysis ⦿ Site suitability & feasibility analysis ⦿ Terrain, infrastructure & accessibility analysis Climate & Environmental Intelligence ⦿ Flood, drought, wildfire & climate risk analysis ⦿ Environmental monitoring systems ⦿ Satellite data integration ⦿ Early warning & risk assessment workflows ⦿ Climate vulnerability mapping Land & Location Intelligence ⦿ Land feasibility analysis ⦿ Site selection support ⦿ Zoning & constraints analysis ⦿ Ownership & spatial context integration ⦿ Business location intelligence Data Integration & Decision Systems One of my strongest skills is integrating Geo-Informatics with other disciplines, including: ⦿ Financial & investment analysis ⦿ Business intelligence ⦿ Environmental science ⦿ Infrastructure planning ⦿ Risk management ⦿ Demographic & socioeconomic analysis I help transform disconnected datasets into one clear analytical framework. Data Engineering & Automation ⦿ Geospatial ETL pipelines ⦿ API development (FastAPI) ⦿ Spatial databases & automation ⦿ Validation & monitoring systems ⦿ Large-scale geospatial data processing Custom Platforms & Dashboards ⦿ Geospatial dashboards ⦿ Decision-support systems ⦿ Interactive analytical platforms ⦿ Full-stack implementation (Next.js, React, Tailwind) Founder Experience GlobMaps Founder of a geo-intelligence platform focused on: ⦿ Climate risk intelligence ⦿ Spatial analytics ⦿ Decision-support systems ⦿ Location intelligence Vision: 👉 All risks. One platform. Zero surprises. StockAtlas AI-powered investment intelligence platform integrating: ⦿ Financial signals ⦿ Data analytics ⦿ Automated monitoring ⦿ Decision-support workflows This reflects my core expertise: 👉 Converting complex data into practical decision systems. Why Clients Work With Me ✔ Strong analytical thinking, not just map production ✔ Ability to connect spatial data with business impact ✔ Experience building both analysis and scalable systems ✔ Deep understanding of climate, land, investment, and risk intelligence ✔ Founder mindset with product-oriented thinking Selected Clients SafeGraph · Bid4Assets · Ceres Imaging · Upfluence · Helium Ventures · and more Let’s Work Together I can help if you need: ⦿ Spatial analysis ⦿ Climate & environmental intelligence ⦿ Land feasibility studies ⦿ Location-based decision support ⦿ Risk analysis systems ⦿ Geo-data integration ⦿ Or custom analytical platforms Let’s turn spatial data into smarter decisions.

-Location: Thailand** Hello, I am native Thai who is fluent in both English and Thai languages. I grew up in Thailand, but pursued a higher education in USA (MA in Economics) and lived there for 18 years. I currently relocated to Thailand at the moment. Past interpreting and tranlation services: - Interpreted in-person Legal cases at US Social Security Services. - Interpreted in-person regular conversation for airline emergency services. - Translated newsletter, academic journals, articles, and textbook from English into Thai (writing reports, making power point presentation while working as Research Analyst). - Provided English and Thai captions for video presentation, business training courses.

Hello! I'm a Quantitative Trading Systems Developer with 10 years of experience in algorithmic trading, financial data science, and market behavior modeling. I specialize in building robust Pine Script strategies for TradingView, predictive models for market trend forecasting, and backtested trading logic for real-time execution. 🔹 Strategy Design & Pine Script Development 500+ PineScript strategies built with multi-timeframe logic (M15–D1) Focus on low drawdown, real-time signal quality, and adaptive take-profit/stop-loss logic Market regime filtering using ADX, RSI, Bollinger Bands, EMA, and price action filters 🔹 Predictive Modeling & Forecasting Systems Created trend forecasting models using TCN-LSTM + Attention, achieving 66–68% accuracy on out-of-sample BTC/USDT data Full data pipeline design: OHLCV ingestion, feature engineering, normalization, and deployment Real-time prediction delivery via Telegram or custom dashboards 🔹 Quantitative Analysis & Risk Modeling Built statistical models for volatility, regime shifts, and position sizing Applied walk-forward testing, recovery factor tracking, and out-of-sample validation Delivered models with performance in mind: not just backtested, but market-ready 💼 Tools & Stack: Python • Pine Script • TSLab • Backtrader • Pandas • NumPy • TA-Lib • MetaTrader 5 APIs • TensorFlow • PyTorch I'm also experienced in reinforcement learning and custom RL environments for trading, but these services are available only to institutional clients. Let's work together to build powerful and reliable trading systems that perform in real-world conditions. Message me if you'd like to discuss your project.

Holder of a advanced associate degree in Data Analyis from Noroff and a bachelor's degree in Economics, Technology & Innovation from Kristiania University College. I have experience investing with my own and other private individuals funds. If you need help in finding the right investment for you or gaining insight into your market through data analysis, I can help.

In a nutshell: I'm a veteran of open source software, task automation and AI. I've successfully handled more than 50mil customer records, including the entire population of South Africa and every attendee of the 2010 FIFA World Cup. Gifted with a natural aptitude for languages, I often translate for computer and spoken language projects. Read my portfolio below for examples of my work. --- More detailed profile: Skills & Workplace Experience Technology and Leadership • Currently building a Tech Startup using AI language models for translation, SEO and structured data frameworks. • Data and Market Analyst for Cryptocurrents Hedge Fund, specialising in the Bitcoin market. • Senior Systems Administrator for the South African Department of Home Affairs “Who Am I” project to monitor border movement of persons and money around the 2010 FIFA World Cup. • Management and administration of government DHA project datacenter infrastructure • Liased with partners and stakeholders: Gijima AST, DHA, DAON (Ireland), IBM, NEC, SuSe Linux, Oracle • Build, deploy and manage 100+ servers (Windows Server, Linux, AIX Unix) • Responsible for network, firewall trafiic and implementation of security / alerts to Interpol standard • Manage 300 TB storage area network • Team lead and skills-develop junior systems administrators. • Design, code (Shell, Perl, Python) and deploy software applications for internal project use: web application to query all server, software and resource assets; interface for XEN virtual machine management; dynamic segmentation of IBM P-series server resources (CPU, RAM, storage) • Documentation of all hosts, software and adminstration procedures for project hand-over. • Lecturer of Music Technology at Kingston College, South London, UK.