I create specialized conversational agents utilizing the langchain framework, GPT models, and retrieval-augmented generation pipelines

Service Description

Experience includes diverse machine learning and deep learning projects, focusing on image classification, object detection, and anomaly detection. I am also proficient in tasks related to detecting object movement within images and videos.

Area of Expertise:

• Fully connected and CNN architectures (Sequential, AlexNet, GoogLeNet, ResNet, etc.).
• Chatbots
• LLMs
• OpenAI
• Llama2
• Mistral
• Siamese Networks.
• Few-shot learning.
• Forecasting (weather or stock exchange) using RNN, LSTM, and transformers.
• Linear Regression
• Logistic regression
• SVM
• Object detection.
• Object Localization.
• Object recognition.
• Data pre-processing and augmentation
• Dimensionality reduction, PCA, t-SNE.
• HoG/ SIFT features
• Random Forest
• K-means
• KNN
• DBSCAN

Tools and libraries.

• Python, C++, Java, JavaScript
• Streamlit
• LangChain
• TensorFlow.
• PyTorch.
• NumPy.
• Scikit-learn.
• OpenCV.
• PIL.
• NLTK.
• SpaCy.
• PyCharm.
• VS Code.
• Anaconda
• Jupyter Notebook
• Kaggle
• Google Colab.
• OpenAI

API frameworks:

• Flask.
• Django
• LangChain
• Streamlit

Cloud Deployment Platforms.

• Digital Ocean
• Heroku
• GCP