---
title: "Susmit Shegokar - Research Engineer in Bengaluru | Tal"
description: "Meet Susmit Shegokar, Research @ Siemens | M.Tech CSE @ IIT KGP ’25 | GCOEAian based in Bengaluru. AI stack includes cursor, opencode, and claudecode. Explore public work links including github."
image: "https://tal.club/meet/susmit-shegokar/share-image"
---

# Susmit Shegokar on Tal

## Headline

Research @ Siemens \| M\.Tech CSE @ IIT KGP ’25 \| GCOEAian

## About

M\.Tech in Computer Science & Engineering from IIT Kharagpur \(GPA 8\.85/10\) now working as a Research Engineer \(AI/Edge Systems\) at Siemens Technology, building intelligent systems across deep learning, LLMs, multi\-agent AI, and edge deployment\. At Siemens, I work on: \- Designing and evaluating multi\-agent reasoning systems for complex architecture problems \- Deploying quantized LLMs on edge devices for offline, low\-latency AI execution \- Running LLM inference on edge devices using WASI\-NN and GGUF\-quantized models \- Optimizing 4/8\-bit model loading for constrained hardware \- Building edge Kubernetes onboarding workflows using kubelet \+ MQTT My M\.Tech thesis focused on sleep stage recognition using EEG signals converting them to audio and applying Whisper for multimodal sequence modeling \(ResNetSleep: CNN \+ Transformer \+ BiGRU, 83% cross\-age accuracy\)\. This work led to a 2nd\-author publication at PReMI 2025\. Earlier, I spent \~1\.4 years at Cognizant in production engineering, which gave me strong roots in large\-scale systems before I pivoted fully into AI research\. I'm passionate about pushing the boundaries of AI from designing neural architectures to deploying them efficiently in the real world, at any scale\.

## Location

Bengaluru

## AI stack

cursor

opencode

claudecode

## Work experience

Research Engineer at Siemens, Sep 2025 \- Present · 1 yr

Intern at Siemens, Mar 2025 \- Sep 2025 · 7 mos, Bengaluru, Karnataka, India, Working on LLM\-driven AWS architecture optimization with RAG, and exploring LLMs for efficient edge deployment\.

Jr\. Prod Specialist \-Tech at Cognizant, Nov 2021 \- Mar 2022 · 5 mos, Pune Division, Maharashtra, India

Programming Analyst Trainee at Cognizant, Nov 2020 \- Nov 2021 · 1 yr 1 mo, Pune Division, Maharashtra, India

## Education

Master of Technology \- MTech, Computer Science and Engineering, Indian Institute of Technology, Kharagpur

Bachelor of Technology \- BTech, Computer Science and Engineering, Government College of Engineering, Amravati\.

## Public links

- github: https://github\.com/susmitshegokar

[View the original profile](https://tal.club/meet/susmit-shegokar)

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