Daniel Adama

Hola, Daniel is a results-oriented Back-End & Artificial Intelligence Engineer with a Bachelor's degree in Information and Communication Engineering and 5+ years of experience designing and implementing end-to-end Machine Learning and Deep Learning pipelines. Proficient in Python, FastAPI, Django Rest Framework, .NET, and SQL, Daniel specializes in NLP and Computer Vision applications.

Expertise:

- Agent Development - LangGraph & LangChain

- Data preparation/cleansing

- Model building, AWS, Digital Ocean, MLOps

- Algorithm evaluation for Regression, Classification, Bayesian Hyperparameter optimization

- Machine Learning Lifecycle management (MLflow),

- Gradient Boosting, XGBoost, LightGBM, Random Forest, Decision Tree, KNN

- Object Detection (Vgg16, ResNet50, EfficientNetB1, MobileNet V2) and Tracking

- Pose Estimation (MoveNet, Mediapipe)

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 Models: Falcon, Llama-2/3, Gemini, Mistral AI

- Closed Source Models: OpenAI GPT-3/4, Anthropic Claude-Sonnet, AWS BedRock

- RAG (Retrieval Augmented Generation), Qdrant & ChromaDB Vector Database

LLM Serving Engine:

- Llama cpp

- VLLM

CI/CD:

- GitActions, Circleci

Container Orchestration Tools:

- Docker, Kubernetes

Database:

- PostgreSQL, MySQL, MongoDB, Redis, SQLAlchemy, ElasticSearch

Cloud Computing:

- AWS, Digital Ocean

Back-End & API Development:

- Django Rest Framework, FastAPI, Flask, Quart, ASP.NET MVC

Test:

- Pytest, Unittest, xUnit

API Testing Tool:

- Postman

Linux, and Version Control:

- Git

Python ML/DL packages:

- HuggingFace, AioRTC, MediaPipe, Numpy, Scikit-learn, Pandas, TensorFlow 2, Keras, OpenCV, Scrapy, Apache Spark, DeepSpeech, NLTK, Dlib, Imutils, PyAudio

GitHub:

https://github.com/danielAdama

Portfolio:

https://daniel-adama.vercel.app/

Contact:

- Email: adamadaniel321@gmail.com