Apr 2023 – Aug 2024 · 1 yr 4 mos · Calgary, Alberta, Canada

• Found solutions for revamping and adding features requested by clients for the consumer facing endpoint viewer => Led to improved ability for 3 ranches to better interact and download the data they generate in near real-time.
• Created API for imaging AI-powered IoT device to send data generated to the GCP data lake => Solved the problem of connecting the Hardware with the Software and especially the cloud based infrastructure to its most efficient use.
• GCP Cloud Adminstration => Built the needed infrastructure for image based datalake for a thermal imaging IoT device and frontend applications, IAP Cleanup, and Disk Management

Aug 2021 – Mar 2023 · 1 yr 7 mos · India

• Advise and Formulate Python powered large-scale solutions => Have been part of multiple solution building processes from start to finish

Aug 2021 – Mar 2023 · 1 yr 7 mos · India

• Part of initial team for ideation of a solution for Google's Data Commons platform => Spent time creating possible solution stream for meta data ingestion
• Helped Alight Solution automate Intelligent Document Processing => The IDP is meant to find improved and better ways to make use of existing analog data stores and to create more efficient dB
• Part of the ESG Pod of HSBC UK to help them go Zero Net Emission by 2030 => Working towards creating better investment scope to improve renewable energy options.

Jul 2020 – Aug 2021 · 1 yr 1 mo · United States

• Created successful courses to make it easier for the clientele to access cloud-hosted requirement notebooks => Led to greater retention of clients and easier understanding of the product.
• Deployed various academic material on SQL, Python, Statistical and Machine Learning that used thoughtful communication cues and were modular => Provided the foundation structure over which other engineers build supporting courses.
• Worked on creating a Django powered Human Resource Management system that was deployed on AWS => Provided a much more streamlined way of handling employee information and pipelining new candidates on the system.
• Recorded various YouTube-based tutorial series on topics ranging from Web Development, Data Sciences, Cloud Application Deployment of stacks such as Django and React JS => Helped clients to easily revisit specification topics and also a reference for other engineers for internal training.
• Created end-to-end ML projects in topics of Forecasting, Classification, NLP and Computer Vision for clients to take reference from => Created multi-disciplinary Machine Learning based projects that were employed by over 300+ trainees to quickstart self-developed projects
• Co-Lead a team of 3+ Junior Engineers to build full-stack solutions => Created full-stack solution powered by Django RESTframework backend and React JS and Redux + React Bootstrap based Frontend

Jul 2020 – Aug 2021 · 1 yr 1 mo · Bengaluru, Karnataka, India

• Develop ecosystems with hardware and software designed to enhance mentor-led learning in classrooms and improve students' education outcomes => Improved student retention and provided long-term coursework that would end in successful placement have more than 10 deliverables

Jul 2019 – Jul 2020 · 1 yr · Bengaluru Area, India

• Worked on creating an ETL Pipeline for Diabetic Retinographic Images, created a system to transform and process patient images. Collaborated with large scale enterprise medical imaging aggregator to include AI solutions on their platform. Leveraged Efficientnet-B3 from Google and created Pytorch-based model to implement the end-to-end solutions for medical staff of various scale and deployed on a cluster of Nvidia Jetsons.
• Also Developed Plotly-Dash based Dashboard system for the Administration
• Worked with MIMIC III and eICU data cohort maintained by many US-based hospitals and Philips. The data covers 38,597 distinct adult patients and 49,785 hospital admissions. Created database models to work on Sepsis Onset prediction. Researched various Scikit-learn based ML models and also Keras based to rapid prototype a working solution.
• During the Sar-Cov-19 outbreak in India, worked at speed to create a working edge ecosystem to provide a better Vital Monitoring system for ASHA Volunteers for covid convalescents. Worked to retrain and refactor Sepsis Predictor to track presence and severity of Covid Symptoms and pipeline to alarm Medical Staff. Model was created and trained on Pytorch

Jan 2018 – Jan 2018 · 0 mo · Bengaluru, Karnataka, India

• Performed ETL and Data-Preprocessing on Video-based data collected by a manned car around a pre-determined route on US roads. Created shell scripts to extract frames and to pass through a Keras based model trained on previous recordings to segment and classify objects on the road.

Jan 2017 – Jan 2018 · 1 yr · Manipal

• Supervised and managed multiple gaming tournaments and community driven events
• Spoke to external sponsors and brought in meaningful connections from relevant companies

Feb 2016 – Dec 2016 · 10 mos · India

• Created 20 Technical Articles regarding various operations and procedures of the Wet-Abrasive Sand Blasting Process