~/ai_terminal
Hello! I'm Hela's AI assistant, tasked with discussing her background as a Data Scientist and Machine Learning Engineer. I can provide detailed information about:
- Hela Dellagi's professional experience and technical skills
- Her data science and ML engineering projects
- Her educational background and certifications
- Her research interests and publications
- Her technical skills and areas of expertise
- Her professional achievements and impact
- Her approach to solving complex data problems
- Her preferred tools and technologies
What would you like to know?
./list-publications.sh
$ cat research_1.md
> Distributed Variational Autoencoder Pipeline for Real-Time Anomaly Detection
Technical Blog
5 min read
$ grep keywords:
Variational Autoencoders
Distributed Systems
Apache Spark
Anomaly Detection
Computer Vision
$ cat research_2.md
> Building an LLM-Powered Trading Agent with Spark, Ollama and RAG Architecture
Technical Blog
4 min read
$ grep keywords:
LLM
Trading
Apache Spark
RAG
Distributed Systems
$ cat research_3.md
> Superposition in Transformers: A Novel Way of Building Mixture of Experts
arXiv
arXiv:2501.00530
$ grep keywords:
Transformers
Neural Networks
Machine Learning
Model Architecture
Research
$ system_proficiency --list-skills
Machine Learning
pid----
$Pytorch
$TensorFlow
$Keras
$Numpy
$Scipy
$OpenCV
$Pandas
$Scikit-learn
LLM Tools & Frameworks
pid----
$Ollama
$Unsloth
$Llama Factory
$Llama Index
$LangChain
$LangGraph
$Transformers
Cloud & Distributed Computing
pid----
$Spark
$AWS
$GCP
$Azure
$Apache Airflow
$Workflow Orchestration
MLOps
pid----
$Docker
$MLflow
$Kubeflow
$FastAPI
$Optuna
$Jenkins
Databases
pid----
$Redis
$PostgreSQL
$MySQL
$Cassandra
$BigQuery
$ChromaDB
Misc
pid----
$Python
$SQL
$BASH/SHELL
$Terraform