NIKITA SINHA

• Transfer learning approach to object detection acceleration for embedded application.
• Worked both independently and collaboratively in fast-paced laboratory environment.
• Developed a video detector using YOLO with google colab and on Xilinx Ultrascale ZCU102 board
• Researched and developed the detector to reduce memory and increase efficiency.

• Responsible for helping student in conducting following lab

1.) Digital System Design lab,

2.) Digital Signal Processing lab,

3.) Embedded System lab

• Guided student and graded homework, lab assignment and quizzes.

• Proof of Concept(POC) on gesture control model for Anthem- Digital smart valve
• Help in upgrading firmware for an automated flush
• Pitched new ideas for incorporating Alexa with Kohler Products
• Studied and documented Alexa’s new features which could be incorporated in Kohler products
• POC of Alexa Hunch on Sensate- Touchless Faucet.
• Communicated, reported and documented suggestions, ideas, lessons learned and best practices for continuous improvement.

• FMRI-Prep pipeline design.
• Studied and created pipeline for FMRI and FMRI-Prep.
• Worked both independently and collaboratively in fast-paced laboratory environment.

• Learned basic of amazon web service, home automation and node MCU
• Automated the electronics through voice control.

• Mind wandering Detection using Physiological parameter
• Studied, collected, and examined different physiological parameter of the subjects
• Designed the classifier using MATLAB and python for the detection for mind wandering data.
• Performed statistical, qualitative and quantitative analysis.

• Involute offers a one-stop solution to the customer needs in motion and drive applications
• Developed ladder logic code for an automated gear manufacturing machine.

• Analyzed the component of power tiller and studied the working of RF module
• Designed the remote for basic operation of power tiller.

• Image alignment using Homography – with python.
• Research and developed image processing tool.
• Developed and verified the working of image alignment of the dataset at a specified angle.