I'm a masters Student at Indian Institute of Science(2019-2021) currently working on adding Machine Learning Extensions to RISC-V ISA
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Indian Institute of Science
Data Scientist
June 13, 2026 – Present
riscv-v-cpu
May 4, 2021 – May 29, 2021
RTL for RISC-V Vector Processor with custom instructions for Machine Learning
View Projectmnist-digit-recognition-cortex-m4
July 5, 2020 – July 5, 2020
ARM Cortex-M4 based inference engine to classify handwritten digits
View Projectbiorealistic-spiking-neural-network
July 4, 2020 – July 4, 2020
Implements Izhikevich Neuron which spikes at rates close to a biological neural network based on the IEEE paper
View Projectneural-network-optimization
July 4, 2020 – July 4, 2020
Neural Network Optimization Flow for efficient hardware inference
View Projectimportance-estimation-neural-pruning
June 29, 2020 – June 29, 2020
This tutorial implements the basic version of paper titled, "Importance Estimation for Neural Network Pruning".
View ProjectCultural Fit Analysis
The candidate's projects are heavily focused on hardware design, embedded systems, and low-level machine learning implementations, which might not directly align with a typical 'Data Scientist' role that often emphasizes statistical modeling, data analysis, and high-level ML frameworks. While the candidate has a 'Data Scientist' role listed at Indian Institute of Science, the project descriptions lean more towards ML engineering or hardware ML research. This suggests a potential mismatch with a standard Data Scientist profile, impacting cultural fit for roles requiring broader data science skills.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. The candidate's projects indicate a strong technical focus on hardware and ML, but collaboration, communication, and problem-solving approaches are not evident from the provided information.