Nitin Kumar Email & Phone Number

Boulder, CO, US

Fremont, California, US

Boulder, Colorado, US

• Advisor: Leanne Hirshfield
• Designing and implementing Transformer based 4D fMRI architecture for task-based fMRI modelling. (ongoing)
• Implemented the the measurement of correlation between deep brain fMRI and fNIRS signals using Pearson’s correlation, Dynamic Time warping and MdRQA with its extension to model FMRI signals using FNIRS by encoder.
• Contributed to the proposal of Neuro-Inspired deep reinforcement Learning based Human-Agent Teaming architecture withreward shaping using Neural signals.
• Developed transcription system with diarization using Whisper AI and pyannote for experiment/study recordings (iSAT)outperforming Google Speech.

Boulder, Colorado, US

• Advisor: Lei Yuan
• Modeled child’s learning using Image Captioning encoder-decoder model (using CNN and LSTM) for English and Chinese language to showcase the learning of generative principles by the model and its comparison with child.

Boulder, Colorado, US

Student Assistant for Course CSCI 3308 - Software Development Methods and Tools

Seattle, WA, US

• Designed and implemented workflow (orchestrator) service for Policy Simulation based on change set with staged invocations, notifications and change approval using authorization to determine the impact of complex.
• Designed High Level Design for Policy Simulation Service covering key design choices of simulation environment,parallel workflow invocations, locking features for maintaining consistency and identifier injection for.
• Implemented the packages for Policy Simulation Service with base code, required abstractions and modularity. Developed infrastructure for components using Cloudformation (code as infra) to enhance extensibility and.
• Mentored 3 SDEs about organizational services, tools and software design and development practices at Amazon.
• Supported as TA for Machine Learning Bootcamp and Deep Learning Bootcamp at Amazon.

Seattle, WA, US

• Designed and implemented VNHO payment automation portal (along with complete test suite) and launched across multiplecountries. Implemented authentication and authorization for the API services and UI. [Java, Ruby.
• Designed and implemented the APIs (with required unit and integration tests) for WEReporting Service using restfulconventions. Developed the portal for report management and download. Identified and implemented service.
• Integrated Population Service APIs for fetching employee details in Pay Portal. Implemented Step Function Activity worker to run the service in MAWS through NAWS Step Function. [Java, AWS Step function]
• Identified the solutions for data streaming of WorkEvents data and analyzed their capabilities (including Amazon Kinesis as well as change tracking of the SQL DB). [Python, Amazon Kinesis, Amazon RDS]
• Created quick starter code to deploy dynamic websites using NodeJS, React, Redux served through Cloudfront which was used across the organization to build further products faster with the reuse of the base services..
• Mentored 2 SDE interns on common AWS Services as well as organization owned services in various tech stacks to help them to build new services.

InternshipDevelopment of Android application.

Master Of Science - Ms, Computer Science

Bachelor Of Technology (B.Tech.), Computer Science

11-12Th, Pcm