๐จ I am a Data Scientist/AI & NLP Developer with 2+ years of experience in data science, generative AI and NLP.
๐ฉโ๐ป EDUCATION: I hold a Bachelorโs in Computer Science and a Masterโs in Data Science. I have been proficient in Python for 2+ years, and I have completed various data science and machine learning certifications.
๐ฏ SPECIALIZATION: My specialization lies in NLP and transformer-based models, particularly large language models, and the development of RAG and semantic search-based question-answering systems, chatbots, and agents using state-of-the-art NLP techniques. However I have also applied traditional NLP methods on different projects.
โ PROJECTS: I have worked on projects including following AI topics:
- RAG (including Automatic Data Generation for Evaluation, Evaluation Pipeline, building custom document loader for pdf, word, csv, excel etc)
- Information Retrieval and Semantic Search
- Customized Agents using BabyAGI or ReAct
- Vector databases, RDMS (SQL) and Embedding models
- Adaption of prompt engineering and LLM-related tools with different languages
- Text Classification (Sentiment Analysis)
- Question Answering Systems and Chatbots
- Topic Modeling
- Fine-tuning transformers for downstream tasks
- Computer Vision: Image Classification and OCR
- Speech Recognition
- API Development and Integration
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