Core Toolset
Skills
GenAI and agentic AI engineering, data science, geospatial analysis, and policy research.
Policy & Governance Research
Survey Design & Field Research2+ yrs
Kobo ToolboxHousehold Surveys
M&E Frameworks2+ yrs
IndicatorsAnalytical Briefs
Policy Brief Writing2+ yrs
Chicago 18th EditionMemos
Electoral & Development Analytics1+ yr
Convergence AnalysisPLFS
Data Science & Machine Learning
Python (pandas, numpy, scipy)3+ yrs
Data WranglingStatistics
PyTorch & scikit-learn2+ yrs
Supervised LearningEnsembles
R & STATA2+ yrs
EconometricsPanel Data
HuggingFace Transformers1+ yr
NLPText Analytics
Engineering & DevOps
FastAPI & MongoDB1+ yr
MotorPydantic v2
Next.js / TypeScript1+ yr
App RouterReact 19
Docker1+ yr
ContainerizationMCP Services
Git / GitHub2+ yrs
Version ControlCI
GenAI & Agentic AI
LangChain / LangGraph1+ yr
RAGAgentsTool-calling
CrewAI & Multi-Agent Orchestration1+ yr
MCPAgentic Pipelines
RAG Pipeline Design1+ yr
EmbeddingsVector/Keyword Search
OpenAI SDK / Groq / QLoRA1+ yr
Prompt EngineeringFine-Tuning
Geospatial & Visualization
Google Earth Engine2+ yrs
Sentinel-1/2NASA GPM
QGIS1+ yr
Spatial AnalysisHeat Maps
Plotly / Matplotlib / Seaborn2+ yrs
Dark-Theme Dashboards
Tableau / Power BI / Streamlit2+ yrs
BI DashboardsDecision Tools