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Sonam Singh

MLE@Apple | Ex-Reseacher @ Bosch | Deep Learning, Computer Vision, NLP | MS @ IIT Kharagpur

Bengaluru

9+ years of work experience

Apple
Feb 20266 mosPresent

Bengaluru, Karnataka, India

Bosch
Jan 20233 yrs 1 moJan 2026

Bengaluru, Karnataka, India

Developing and scaling Vision-Language and Vision Foundation Models with PEFT and large-scale self-supervised learning. Multimodal AI for advanced reasoning, retrieval, and feature representation in ADAS.
Bosch
Jan 20194 yrsDec 2022

Greater Bengaluru Area

Exploring advanced visual search algorithms (supervised and self-supervised) for ADAS perception stacks, optimized for both offline and online deployment on edge devices.
Mar 20121 yr 4 mosJun 2013

Berlin Metropolitan Area

Research included Cloud Computing, NoSQL Databases, Machine Learning, Open Data Platforms
IBM india pvt ltd
May 201110 mosFeb 2012

Greater Kolkata Area

Worked in SAP PI (Process Integration) for the client, world’s leading tobacco company, which included monitoring, tracking, troubleshooting the business flow from PI (Process Integration).

Education

Indian Institute of Technology, Kharagpur

Master’s Degree, Computer Science

Indian Institute of Technology, Kharagpur

20144 yrs2018
ABES Engineering College

Bachelor of Technology - BTech, Computer Science

ABES Engineering College

20064 yrs2010

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Headline

MLE@Apple | Ex-Reseacher @ Bosch | Deep Learning, Computer Vision, NLP | MS @ IIT Kharagpur

About

Experienced AI Researcher specializing in Multimodal AI, Vision-Language Models, and Large-Scale Deep Learning. Experienced in developing foundation models, edge AI systems, and scalable self-supervised pipelines.

Location

Bengaluru

Work experience

Machine Learning Engineer at Apple, Feb 2026 - Present · 6 mos, Bengaluru, Karnataka, India

Architect/AI Researcher at Bosch, Jan 2023 - Jan 2026 · 3 yrs 1 mo, Bengaluru, Karnataka, India, Developing and scaling Vision-Language and Vision Foundation Models with PEFT and large-scale self-supervised learning. Multimodal AI for advanced reasoning, retrieval, and feature representation in ADAS.

MTS/Specialist (CV Research) at Bosch, Jan 2019 - Dec 2022 · 4 yrs, Greater Bengaluru Area, Exploring advanced visual search algorithms (supervised and self-supervised) for ADAS perception stacks, optimized for both offline and online deployment on edge devices.

Research Scientist at Beuth University of Technology Berlin (App.Sc.), Mar 2012 - Jun 2013 · 1 yr 4 mos, Berlin Metropolitan Area, Research included Cloud Computing, NoSQL Databases, Machine Learning, Open Data Platforms

SAP PI Developer at IBM india pvt ltd, May 2011 - Feb 2012 · 10 mos, Greater Kolkata Area, Worked in SAP PI (Process Integration) for the client, world’s leading tobacco company, which included monitoring, tracking, troubleshooting the business flow from PI (Process Integration).

Education

Master’s Degree, Computer Science, Indian Institute of Technology, Kharagpur

Bachelor of Technology - BTech, Computer Science, ABES Engineering College

Sonam Singh - Machine Learning Engineer in Bengaluru | Tal