Daniel Adama

About

Hola, Daniel is a results-oriented Back-end/Machine Learning Engineer with a Bachelor's degree in Information and Communication Engineering, with 5+ years of experience in designing and implementing end-to-end Machine Learning and Deep Learning pipelines. Proficient in Python, FastApi, Django, .NET and SQL, I specialize in NLP, and Computer Vision applications.

Expertise:
- Agent Development - LangGraph & LangChain
- Data preparation/cleansing
- Semi-Supervised Learning (SSL) for Data Labeling
- Model building, AWS, Digital Ocean, MLOps
- Algorithm evaluation for Regression, Classification, Bayesian Hyperparameter optimization
- Machine Learning Lifecycle management (MLflow), Qdrant & ChromaDB Vector Database
- Gradient Boosting, XGBoost, LightGBM, Random Forest, Decision Tree, KNN
- Object Detection (Vgg16, ResNet50, EfficientNetB1, MobileNet V2) and Tracking
- Pose Estimation (MoveNet, Mediapipe)
- Natural Language Processing (BERT, T5, Falcon, Meta(Llama-2, 3), & Mistral AI, OpenAI GPT 3 & 4, Groq)
- Recommender Systems (Content-based, Collaborative Filtering)

Achievements:
- Ranked 454/1181 in the Analytics Vidhya JOB-A-THON competition.

Key Skills:
- Computer Vision
- Embedded Systems
- Natural Language Processing

MLOps:
- Experiments Tracking, Logging, and Model Registry (MLflow)

LLM fine-tuning & Prompt Engineering:
- Open source base models (Falcon, Meta(Llama-2, 3), & Mistral AI)
- Closed source models (OpenAI GPT 3 & 4)
- Qdrant & ChromaDB Vector Database
- RAG (Retrieval Augmented Generation)

CI/CD:
- GitActions, Circleci

Container Orchestration Tools:
- Docker, Kubernetes

Database:
- PostgreSQL, MongoDB, SQLAlchemy, MySQL, Redis, Elastic Search

Cloud Computing:
- AWS, Digital Ocean

Back-End & API Development:
- Django, Fast API, Flask, Quart, ASP.NET MVC

Test:
- Pytest, Unittest, xUnit

API Testing Tool:
- Postman

Linux, and Version Control:
- Git

Python ML/DL packages:
- HuggingFace, AioRTC, Pose estimation (MediaPipe), Numpy, Scikit-learn, Pandas, Tensorflow 2, DeepSpeech, Keras, OpenCV, Scrapy, Apache Spark(Big Data), Mediapipe, Dlib, Imutils, Pyaudio, Nltk.

GitHub:
https://github.com/danielAdama

Portfolio:
https://danieladama.vercel.app/

Contact:
- Email: adamadaniel321@gmail.com