Suraj

Worked as a tech consultant in an org over part time engagement.

Upskilled myself in the domain of theoretical and applied data science via probability & statistics, linear algebra, data engineering, Machine learning(NLP, CV), Business analytics & Deep Learning Also, got versed with Autosar & ADAS for automotive embedded.

Multiple projects in Mediapipe, Objectron, Open3D, Perception and scene understanding using SLAM, Sensor fusion(EKF), Reconstruction. Android app built using Android, Kotlin & Flutter

Worked towards extractive & abstractive text summarization along with exposing REST APIs via Flask, FastAPI & Gradio. Training done via Hugging Face transformers - Longformer 4096, BERT, RoBERTa along with computation of ROUGE scores

Spearheaded a team of various enthusiastic and talented engineers towards developing custom face mask detection by training custom deep learning models and integrating it in android projects via Tflite & onnx for real time 10ms latency free inference on Qualcomm Snapdragon 845 inference

Worked on multiple vision based projects and deploying them into intel movidius boards, NUC, Qualcomm dev kits and snapdragon 845 based android phones along with web exposing

Developed hepatic liver segmentation pipeline via GMMs & Unets