A passionate Software Engineer with 2+ years of experience in
My current research interests include
Jan 2021-Present
Habana Labs (Intel Corp.) - Framework integration of Tensorflow and Pytorch Kernels.
Cadence Design Systems, Inc. - Multithreaded SeniorAssist application, monitoring video & audio on separate threads of FPGA.
Qualcomm - AIMET Post-training Quantization of EfficientNet-B0, HRNet & FasterRCNN with TensorRT SDK on Nvidia Jetson AGX Xavier.
Driver Monitoring System (in-house product) - TensorRT SDK to provide Nvidia GPU support for face recognition, facial landmarks detection, and head pose estimation models.
June 2020-Sept 2020
Contract based work to develop models for Click-through-Rate prediction, Sentiment analysis of text,
Caption summarization.
The models are deployed in AWS EC2 instance to track user engagements in AD campaigns
through GraphAPI for Facebook, Instagram.
Dec 2019-June 2020
Worked with the rapid growing startup to create modules for Business analytics application.
Smart entry/exit count, Face recognition-Gender/Age, Path tracking.
May 2018-June 2018
Practiced the communication systems used by BSNL ltd.
December 2017
Monitored the working of different scanning machines, security control and worked directly in the computing methods used for secure cargo control.
2020
Worked with NN, CNN, RNN, GAN.
Projects done towards graduation are Bike Sharing Patterns, Dog Breed Classifier,
TV Script Generation, Face Generation, Sentiment Analysis model.
2016-2020
Admitted to renowned institution through merit grades.
Undergrad studies and professors helped me to build my knowledge and find my passion.
Courses: Digital Image Processing, Digital Signal processing, Robotics & Automation,
Computer Architecture, Programming & Data Structures, Computer Programming, Embedded and Real Time Systems,
Probability & Statistics.
2019-Present
Initiated and playing mentor/advisor role at RAIC Club to help students in AI, Robot and Vision fields.
2019-2020
Lead and coordinated National level technical Symposium (Upagraha 2019) which recorded highest registrations.
Organized National Conference on Signal Processing, Communication and Networking (NCSPCN 2019).
Represented SVCE at IETE Zonal(South) Seminar & ISF Congress on "Smart Engineering for Sustainable Development".
2018-2019
Organized events, workshops, guest lectures from industries and National level technical Symposium (Upagraha 2018).
The main idea is to match a template image to it's corresponding full-size image like finding a matching piece in jigsaw puzzle.
A simple but effective idea to segregate trash by different categories, and thus reduce manpower and effects on environment and save up money by recycling.
Human facial expression detection is a hot research topic in the field of computer vision. Here, the images of random human faces are used to detect the Facial emotion using different Convolutional neural network models.
Estimate the pose of a person in realtime for application in such as yoga, exercise accuracy prediction.
Bike Sharing Patterns | Dog Breed Classifier | TV Script Generation | Face Generation | Sentiment Analysis model. Done as a part of Nanodegree.
People Counter App | Smart Queuing System | Computer Pointer Controller using Intel OpenVino toolkit for devices like CPU, GPU, FPGA, VPU on the edge.
Project main idea is to ensure social distance practice is correctly followed in crowded public places.
Mr. Pose is a visual analytics application that helps humans to track the accuracy of exercise, and count reps or to predict the exercise.
An application that overlays a mask on the human face using mediapipe face mesh model.
An application that generates images or videos using Stable Diffusion models.
