Feb 2020 – Mar 2022 · 2 yrs 1 mo · Pune, Maharashtra, India

Feb 2019 – Jan 2020 · 11 mos · India

Mar 2018 – Jan 2019 · 10 mos · Pune/Pimpri-Chinchwad Area

• Resilinc EventWatch is a global supply chain event monitoring and analysis service. It provides email reports and cloud analytics personalized to your company with meaningful business impact insights from disruption events such as natural disasters, factory fires, and labor stoppages.
• Automate process of analysis of event happens in world using RSS news reader, Kafka queue, NLP, Machine Learning to reduce manual efforts.
• Worked on language detection, web scraping, pipeline, classification of event using different patented machine learning algorirhms.
• Key skills : Apache kafka, NLP, Python, Machine Learning, Docker, web scraping, Pipeline scheduling using airflow

Oct 2016 – Mar 2018 · 1 yr 5 mos · Pune/Pimpri-Chinchwad Area

• In order to combat the ongoing data monopoly and security threats we face, Zero Labs is creating a decentralized data marketplace where you monetize the data you generate. Facebook, Google, Amazon etc. hoard your private data and sell it without you receiving a penny. We use the blockchain to create what we call the "Zero Fabric" to give everyone the ability to profit from and securely own their data. I have worked on sentiment analysis , Named Entity Recognition, and Part of speech tagging using NLTK, Spacy, Textblob, WordNet, Stanford corenlp. I have worked on feature extraction using sentence embedding, word embedding, gensim, text2vec, word2vec. Algorithm to convert synonym, antonym, pertainym, hypernym and hyponyms of word in float array to find similar vector in same cluster using sigmoid function.