Posts

Non-Invasive Glucose Estimation from Wrist PPG

Rebuilding motion-corrupted signals with a conditional VAE before predicting blood glucose

• health-ai
• signal-processing
• deep-learning

Reward Alignment for Text-to-Video Models

What happened when we brought ReNO and RAFT from image diffusion to Pyramid-Flow

• generative-models
• diffusion
• alignment

RecNMP: Accelerating Personalized Recommendation with Near-Memory Processing

Paper Review

• machine-learning-acceleration
• personalized-recommendation
• software-hardware-codesign

Centaur: A Chiplet-based, Hybrid Sparse-Dense Accelerator for Personalized Recommendations

Paper Review

• machine-learning-acclerator-design
• personalized-recommendation
• fpga

HyPar: Towards Hybrid Parallelism for Deep Learning Accelerator Array

Paper Review

• ml-acceleration
• deep-learning
• parallel-computing

Distributed Deep Learning Using Synchronous Stochastic Gradient Descent

Paper Review

• ml-acceleration
• sgd
• deep-learning

SpAtten: Efficient Sparse Attention Architecture with Cascade Token and Head Pruning

Paper Review

• ml-acceleration
• nlp
• transformers

Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity

Paper Review

• ml-acceleration
• nlp
• transformers

Eyeriss: An Energy-Efficient Reconfigurable Accelerator for Deep Convolutional Neural Networks

Paper Review

• ml-accelerators
• cnn
• deep-learning

The Art of Defending

A Systematic Evaluation and Analysis of LLM Defense Strategies on Safety and Over-Defensiveness

• nlp
• llms
• safety

Contributing to the Bhashini Initiative

Govt. of India (MEITY) National Language Translation Mission

• deep-language-model
• nlp
• deep-learning

LiqVid <> SNU: Two Stage Automated Essay Scoring (AES)

Automated Essay Scoring (AES) project - LiqVid<>SNU collaboration.

• aes
• nlp
• deep-language-model

ViSenze Project Report

My journey as a Data Scientist at one of the leading visual search startups

• data-science---visual-search---cnn---image-classification---image-segmentation

SkiNet - Skin Cancer Detection and Classification

Melanoma Segmentation and Classification

• melanoma---skin-cancer---multiresunet---skin-segmentation---image-classification

Massive MIMO Channel Estimation using Deep Neural Networks

Report for Major Project - I (Thesis)

• major-project
• mimo
• wireless-communications

Vi Dimensions Project Report

Report for my summer internship at Vi Dimensions 2019

Smart India Hackathon - 2019

Winner - Hardware Edition

• hardware
• hackathon
• sih

Self Balancing Bike

Embedded Course Project

• course-project
• embedded-systems

Analog VLSI implementation of Support Vector Machine Learning and Classification

VLSI Course Project

• course-project
• vlsi-design

Working on Li-Fi

IEEE 802.15.7 Visible Light Communication: Modulation Schemes and Dimming Support | Digital Communication Project

• course-project
• digital-communication

Word Predictor Using RNN

Implementing RNN Using Only Numpy

• machine-learning
• numpy
• rnn

Minimum Edit Distance

Comparing Strings using the Levenshtein Distance Algorithm

• data-mining
• course-assignment

UV Decomposition

Implementing UV Decomposition on iPython Notebook

• data-mining
• course-assignment

Singular Value Decomposition

Implementing Singular Value Decomposition on iPython Notebook

• data-mining
• course-assignment

Bisquare Project Report

Project Report for my Summer Internship at Bisquare Systems

• iot---smart-home---esp8266---embedded---aws---ec2---mood-light