Japkeerat Singh — Data Scientist

Cultivated 𝐅𝐮𝐥𝐥 𝐒𝐭𝐚𝐜𝐤 𝐃𝐚𝐭𝐚 𝐒𝐜𝐢𝐞𝐧𝐭𝐢𝐬𝐭 with 5+ years of experience developing Data-Centric Applications. Prominent Technical Skills include 𝐏𝐲𝐭𝐡𝐨𝐧, 𝐬𝐧𝐨𝐰𝐟𝐥𝐚𝐤𝐞, 𝐦𝐥𝐨𝐩𝐬 (𝐦𝐥𝐟𝐥𝐨𝐰, 𝐚𝐰𝐬 𝐬𝐚𝐠𝐞𝐦𝐚𝐤𝐞𝐫, 𝐚𝐳𝐮𝐫𝐞𝐦𝐥), 𝐚𝐧𝐝 𝐧𝐚𝐭𝐮𝐫𝐚𝐥 𝐥𝐚𝐧𝐠𝐮𝐚𝐠𝐞 𝐩𝐫𝐨𝐜𝐞𝐬𝐬𝐢𝐧𝐠 (𝐢𝐧𝐜𝐥𝐮𝐝𝐢𝐧𝐠 𝐑𝐀𝐆𝐬 𝐚𝐧𝐝 𝐋𝐋𝐌 𝐟𝐢𝐧𝐞𝐭𝐮𝐧𝐢𝐧𝐠). Some examples of my work: 👉 Formalized and developed a custom AI Ecosystem for Krishify for accelerated development and deployment of Machine Learning Models. Built using Python, AWS Sagemaker, Apache Airflow, MLFlow, and Snowflake. Overall, saw the deployment time cut to 20% of what it used to take before. 👉 Used the AI Ecosystem to deploy and manage 10 AI services in production for Krishify and setup Data Drift and Model Drift Monitoring systems that could detect issues quickly. 👉 Developed a Graph Neural Network + an extensive preprocessing pipeline to identify security vulnerabilities in source code with 70% accuracy without the need to compile the code. 👉 Engineered a custom Data Augmentation Algorithm to increase and balance the dataset for vulnerability detection. 👉 Master’s Thesis – Generating Captions for Images using Time-Optimized Encoder-Decoder Architecture. [Introducing a new architecture called MVEDA specifically designed for this problem which decreased the time to prediction by 25% over State of the Art without any significant loss of accuracy] I write 1 article every week and share it on Thursdays at 2:30PM IST via my newsletter at japkeeratsingh.com/newsletter.

Stackforce AI infers this person is a Data Scientist with expertise in Machine Learning and Data Engineering for E-commerce and SaaS industries.

Location: Toronto, Ontario, Canada

Experience: 4 yrs