Apr 2024 – Present · 1 yr 11 mos · San Francisco, California, United States · On-site

• Building AI Engineering & Optimisation platform to help enterprise ship reliable AI

Jan 2022 – Aug 2023 · 1 yr 7 mos

• Led the AI/ML and backend development and innovation efforts at Medbikri, and successfully built and managed the tech team from the ground up.
• Developed Quick Creator, utilizing generative language models (Google T5), enabling users to generate sales/purchase entries with just a few words, resulting in an impressive reduction of up to 80% in manual data entry time.
• Established an end-to-end data extraction pipeline from user-uploaded bills, leveraging OCR-less technology (multimodal generative models). We also adapted Google's Donut model and language models to extract various types of data, adding an intelligence layer to enhance downstream tasks. Achieved an overall F1 score of >96%, surpassing GCP, Azure, and AWS on our documents.
• Implemented real-time semantic and elastic search functionality throughout the app, enhancing user experience and search capabilities.

Feb 2020 – Aug 2022 · 2 yrs 6 mos · Bengaluru, Karnataka

• Built real-time video analyst platform with in-house hardware and software. Raised pre-seed investment from Nvidia, Derbi, Startup India, and Affine. Selected for the final round of interviews at YC.
• Working to make next-generation smart security system for better living. Tech development, managing interns and freelancers, driving research, developing sales and go-to-market strategies, building relationship with clients, etc were my daily tasks.
• Driving research on Activity Recognition, Face recognition and clustering and Video Captioning and designing cloud architecture to make all this possible within seconds. Improved activity recognition to surpass SOTA and published two papers.
• Developed in-house IoT device within short time for enabling remote camera analytics and smooth connection.
• Worked and managed on all sorts of technologies, for example: AWS for cloud, Kubernetes for CI/CD channel, AWS IoT Core for IoT devices, Pytorch / Tensorflow for Deep learning, Django for backend, Angular for dashboarding.

Feb 2019 – Feb 2020 · 1 yr · Bengaluru, Karnataka, India

• Primary task revolves around understating Pharma Clients problems and how to solve them with evidences from the data available.
• Worked on driverless forecasting for BMS global supply chain forecasters, beating AWS forecast.
• Worked with Rache for tackling sales erosion problem due to biosimilar launch.
• Worked on knowledge graph creation from doctor-patient conversation data.

Dec 2018 – Feb 2019 · 2 mos

• Primary task included development of new algorithm, filing patents and writing research papers for computer vision team under Wipro CTO office. Areas worked includes, deep learning and ML based computer vision applications and pure vision applications like SLAM (Simultaneous Localisation and Mapping), indoor drone navigation, various optimization problems like Ant colony optimization and genetic algorithms, 3D scene reconstruction, etc.
• Filed Patent for Reinforcement learning-based drone swam algorithm.

Jul 2017 – Dec 2018 · 1 yr 5 mos

Aug 2014 – Aug 2015 · 1 yr

• Elected by students , successfully managed the optimal Hostel funds and gained managerial and leadership skills and Represented the Boys Hostel in SAC of IIT Roorkee and coordinated dialogue between the students and institute authorities. Voicing concerns of students, acting as a bridge between students and administration of IIT Roorkee. Implementing rules,regulations and carrying out administration of student bodies as well as events throughout the year.

Aug 2014 – Aug 2015 · 1 yr

Aug 2013 – May 2015 · 1 yr 9 mos · Saharanpur Area, India

• Worked on PHP, Angular.js, Django for making awesome apps for our Institute