Guillaume RAKOTONJANAHARY Tsantaniaina Amboarasoa
@guillaumerakotonjana
AI & Data Fullstack Engineer specializing in scalable cloud data platforms and ML-driven products.
What I'm looking for
I am an AI and Data Fullstack Engineer with over four years of professional experience designing and deploying scalable cloud data infrastructures, end-to-end ML systems, and fullstack applications across healthcare, fintech, and e-commerce.
I have delivered complete OLTP→OLAP migrations, BigQuery star-schema warehouses, CDC pipelines with Airbyte, and production ML (BigQuery ML, forecasting, anomaly detection, RAG, conversational AI, and computer vision) using Python, SQL, dbt, and MLOps practices.
I seek complex, large-scale projects where I can apply my cloud engineering, data architecture, and AI engineering expertise to build reliable, high-performance systems and deliver measurable impact.
Experience
Work history, roles, and key accomplishments
AI & Data Fullstack Engineer
Healthwyz
Jul 2025 - Present (2 months)
Developed medical RAG pipelines, automated BI assistants and Document AI solutions with fine-tuned LLMs and OCR, improving clinical reporting and decision support for health stakeholders.
Data Scientist & Fullstack AI Engineer
eTech CDI
Jan 2025 - Present (8 months)
Designed and deployed end-to-end AI and data platforms including OLTP→BigQuery OLAP migrations, CDC pipelines, and forecasting/anomaly detection models, improving BI responsiveness and enabling real-time biometric KPI monitoring.
Data Scientist & AI Fullstack Engineer
ETech Consultant
Nov 2023 - Dec 2025 (2 years 1 month)
Delivered hybrid RAG architectures, large-scale ETL/ELT pipelines and vector+graph search integrations, enabling automated BI assistants and production ML deployments with Vertex AI and BigQuery ML.
Data Engineer & Systems Developer
CHISU USAID Program
Jan 2025 - Jul 2025 (6 months)
Built data ingestion and ML-enabled bulletin modules with multi-source ETL (SQL Server, DHIS2), LangChain orchestration and fine-tuned GPT models to automate epidemiological dashboards and insights.
Data & Fullstack Engineer
PMI Measure Malaria
Jun 2022 - Oct 2023 (1 year 4 months)
Led development of multi-tenant healthcare SaaS with offline-first React Native clients, CDC pipelines (PostgreSQL→BigQuery), and real-time vaccine stock tracking, reducing sync costs by ~60%.
Education
Degrees, certifications, and relevant coursework
IT University & ESTIA France
Master of Science, Big Data and Artificial Intelligence
2022 - 2024
Activities and societies: Thesis project on hybrid RAG architecture, clustering algorithms, image processing pipelines, Apache Spark/DataProc
Master (MSc) in Big Data and Artificial Intelligence focused on distributed architectures, Apache Spark/DataProc, and image processing, completed December 2022 to December 2024.
IT University
Bachelor's Degree in Computer Science, Computer Science
2019 - 2022
Activities and societies: Modular architecture projects, UML methodology, reusable design patterns, technical documentation
Bachelor's Degree in Computer Science with specialization in Development completed between December 2019 and December 2022, covering software engineering, data systems, and applied AI techniques.
Sainte Famille Mahamasina
Scientific Baccalaureate, Scientific Baccalaureate (Series C)
Scientific Baccalaureate (Series C) completed in October 2019 with focus on scientific and technical foundations and UML methodology for design.
Tech stack
Software and tools used professionally
Postman
OpenAPI
Amazon Redshift
Airbyte
Apache Spark
AWS Glue
D3.js
Chart.js
Dialogflow
Google Cloud Platform
GitHub
GitLab
Kubernetes
AWS CodePipeline
Jenkins
GitHub Actions
GitLab CI
React Native
NumPy
Pandas
PostGIS
dbt
PostgreSQL
MongoDB
Cassandra
Gmail
Node.js
Next.js
Neo4j
Figma
OpenCV
Redis
Terraform
AWS CloudFormation
Jira
CDI
Java
TensorFlow
MLflow
scikit-learn
Kubeflow
Neptune
NLTK
Google Maps
FastAPI
Linux
Gemini
Prisma
Socket.IO
Elasticsearch
Serverless
Google Sheets
pytest
React Testing Library
WebRTC
NGINX
Airflow
Apache Beam
Google BigQuery
SQL
Amazon SageMaker
XGBoost
SciPy
Hugging Face
Amazon Textract
CatBoost
LangChain
LlamaIndex
Convex
Pinecone
CrewAI
Feast
ArgoCD
Availability
Location
Authorized to work in
Job categories
Skills
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