AI Engineer at JAMS Next (Part-time) 2020-Present
- Instrumental in researching, prototyping, designing, implementing, and evaluating machine learning models for resume parsing, resume scoring, resume ranking, and resume matching with the job description.
- Prototyped entity recognition of resume using nltk, Spacy and Streamlit.
- Researched, prototyped (from research papers), built features, and optimized the state-of-the-art machine learning and deep learning techniques like LSTM, CNN, RCNN, etc. using scikit-Learn, Keras, TensorFlow on CPU/GPU environments for resume parsing, resume scoring, resume ranking, and resume matching with the job description.
- Applied various transfer-learning techniques using pre-trained word like cosine similarity, BERT, Universal Sentence Encoder for text similarity tasks.
- Developed/Tested/Maintained internal text-processing libraries using nltk and Spacy
- Business problems solved: keyword generation, text/phrase prediction, and resume scoring.
- Participate in all aspects of business development from market research and finance to operations and marketing, ensuring that the company’s vision was followed.
- Develop business plan including value proposition, product roadmap, revenue model, marketing strategies, traction generation, and team member recruitment.