Aslı Şemşimoğlu (semsimogluasli)

Skills

programming-languages:-python
sql
javascript
typescript
dart
bash
html
css
and-basic/intermediate-c++.-ai
machine-learning
and-nlp:-large-language-models-(llms)
instruction-fine-tuning
supervised-fine-tuning-(sft)
lora-based-fine-tuning
retrieval-augmented-generation-(rag)
semantic-search
vector-embeddings
prompt-engineering
llm-evaluation
model-comparison
text-classification
multi-label-classification
recommendation-systems
natural-language-understanding
question-answer-generation
synthetic-data-generation
speech-to-text-(stt)
text-to-speech-(tts)
and-ai-assisted-assessment-systems.-machine-learning-libraries-and-frameworks:-pytorch
tensorflow
hugging-face-transformers
sentence-transformers
scikit-learn
langchain
faiss
bm25
cross-encoder-reranking
numpy
pandas
matplotlib
pdfplumber
tiktoken
and-openai/ollama-based-model-integration.-backend-development:-fastapi
flask
rest-api-development
api-endpoint-design
cors-configuration
backend-routing
json-based-data-exchange
file-upload-handling
websocket-based-real-time-communication
environment-configuration
and-modular-backend-architecture.-frontend-and-mobile-development:-react-native
expo.io
javascript/typescript-based-mobile-development
html/css-based-web-interfaces
chatbot-style-user-interface-design
form-based-user-flows
dashboard-style-result-screens
and-basic-tkinter-desktop-application-planning.-databases-and-data-storage:-postgresql
supabase
sql-query-writing
database-schema-design
json/jsonb-data-handling
relational-data-modeling
authentication-aware-backend-integration
and-vector-database/index-usage-with-faiss.-apis-and-integrations:-openai-api
ollama-local-llm-api
hugging-face-models
supabase-api
rest-apis
google-colab/drive-integration-for-data-pipelines
stt/tts-service-integration-planning
and-ai-model-inference-endpoints.-data-processing-and-nlp-pipelines:-pdf-to-text-extraction
document-preprocessing
text-cleaning
unicode-normalization
chunking-strategies
token-based-text-splitting
embedding-generation
vector-indexing
retrieval-pipelines
reranking
qa-dataset-generation
candidate-answer-generation
automated-scoring
evaluation-schema-design
and-json/jsonl-dataset-preparation.-model-evaluation-and-experimentation:-train/validation/test-splitting
k-fold-cross-validation
precision
recall
f1-score
accuracy
auc
confusion-matrix-analysis
roc-curve-analysis
loss-visualization
model-performance-comparison
hyperparameter-tuning
logging
experiment-tracking
and-qualitative/quantitative-llm-evaluation.-software-development-tools:-git
github
pycharm
jupyter-notebook
google-colab
kaggle
vs-code
terminal/command-line-usage
virtual-environments
requirements-management
modular-project-structuring
readme/documentation-writing
and-version-control-workflows.-project-and-research-skills:-academic-research
technical-report-writing
literature-review
experimental-design
benchmark-analysis
dataset-preparation
ai-project-documentation
presentation-preparation
scientific-paper-analysis
and-translating-research-ideas-into-working-prototypes.-domain-specific-experience:-educational-technology
adaptive-assessment-systems
occupational-health-and-safety-awareness-assessment
ai-supported-competency-evaluation
presentation-assistant-systems
speech-based-assessment-workflows
and-llm/rag-based-personalized-learning-analytics.-soft-and-professional-skills:-problem-solving
analytical-thinking
independent-project-development
research-oriented-engineering
technical-documentation
rapid-prototyping
system-design
communication
teamwork-experience
presentation-skills
and
the
ability
to
transform
an
idea
into
end-to-end
ai
product

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