Jun 2021 – May 2022 · 11 mos

Jun 2020 – Jul 2020 · 1 mo

• One of the 600 mentees selected from across the country. It is a program by Microsoft for sophomores to learn the art of Artificial Intelligence programming via project and assignments under the guidance of Microsoft engineers.
• Built an AI pathfinding game using Artificial Intelligence and Object- oriented programming concepts.

May 2020 – Jul 2020 · 2 mos · Delhi, India

• Build a tweet classifier and analytics tool which is aimed to replace the existing analytics tool.
• Emojis and other relevant features were stacked along with the text to get a better sentiment analysis. Achieved 96% accuracy.
• The web app which shows the sentiment distribution, top words, translation of the tweets, display influencers or authors bio, profile image, etc.
• Tech stacks & tools: Flask, HTML, CSS, Python, Github, NLP

Feb 2020 – May 2022 · 2 yrs 3 mos · Delhi, India

• 𝐃𝐲𝐧𝐚𝐦𝐢𝐜 𝐄𝐦𝐨𝐣𝐢 & 𝐍𝐞𝐱𝐭 𝐖𝐨𝐫𝐝 𝐏𝐫𝐞𝐝𝐢𝐜𝐭𝐢𝐨𝐧 𝐟𝐨𝐫 𝐒𝐚𝐦𝐬𝐮𝐧𝐠 𝐊𝐞𝐲𝐛𝐨𝐚𝐫𝐝
• Built dataset for the problem statement. Developed a hybrid model which uses comprises machine learning models like BERT, XLNET,etc and score based algorithms. The model is aimed to be used in the Samsung keyboard.
• 𝐌𝐋 𝐛𝐚𝐬𝐞𝐝 𝐭𝐨𝐨𝐥 𝐭𝐨 𝐚𝐬𝐬𝐢𝐬𝐭 𝐧𝐞𝐮𝐫𝐨𝐥𝐨𝐠𝐢𝐬𝐭𝐬 𝐭𝐨 𝐭𝐫𝐞𝐚𝐭 𝐛𝐫𝐚𝐢𝐧 𝐬𝐭𝐫𝐨𝐤𝐞 𝐩𝐚𝐭𝐢𝐞𝐧𝐭𝐬
• Built a tool to assist neurologists to treat brain stroke patients that can predict the outcome, complications, presence of haemorrhage in a brain stroke patient. Worked on the real time data of brain stroke patients. Achieved 95%, 82% and 90% accuracy for outcome, complications and haemorrhage respectively. Currently working on developing a survival model using Cardiovascular Health Study dataset.