An AI Engineer with 2 year of experience in AI. I've worked on various AI domains such as Deep Learning, Natural Language Processing and Reinforcement Learning.
Projects:
-> Finetune distilbert model on suricata eve json logs data
-> Chat with youtube Video and video downloader app
-> Multi Pdf document chat app using langchain
-> Hugging face LLM models merging
-> Car price prediction app
Language:
Python
Frameworks:
-> Tensorflow
-> Keras
-> Pytorch
Libraries:
-> Langchain
-> Matplotlib
-> Pandas
-> Numpy
-> Scikit Learn
Techniques:
-> EDA and Pre-Processing of Dataset (Structured/Unstructured)
-> Transfer Learning of state-of-the-art models
-> Model Fine Tuning
-> Machine Learning (SVM, KNN, Regressions, Decision Trees, Random Forest, Ensemble, Time Series)
-> Deep Learning (ANN, CNN,, LSTMs, RNN)
-> Image Generative models (Inpainting, Diffusion models, Dall-E, StyleGAN)
-> LLM models(Langchain, LLama, BERT, OpenAI API integration, Prompt Engineering, GPT fine-tuning)
-> NLP (Spacy, NLTK, NER, word2Vec, TF/IDF)
Tools:
-> Anaconda
-> GitHub
API creation:
-> FastAPI
UI creation:
-> StreamLit
-> HTML/CSS
Database:
-> Vector Database (PineCone)
-> SQL (Microsoft Sql Server)
CLI:
-> Windows