
Akanksha Bindal
Machine Learning @ LinkedIn, past - FB, Apple
Updated 7 months ago
10+
Years Experience
7
Roles
25
Skills
2
Education
About
Currently building Feed and Video AI/ML experiences on LinkedIn. I have several years of industry experience as a Machine Learning Engineer and Tech Lead, working on cutting-edge problems in large language models, multimodal machine learning, information retrieval, and natural language processing. Currently, I am a Machine Learning TL at LinkedIn, where I build large personalized machine learning models for the Feed AI team In my previous roles at Facebook and Apple, I contributed to cross-platform ML on Instagram, and multimodal and NLP R&D for Siri Natural Language. I presented my work at various events including the Apple ML Summit, the Natural Language Understanding workshop, and the ICASSP conference. I have a Master's degree in Computer Science from Georgia Institute of Technology, where I studied machine learning and interactive intelligent systems, and worked on computer vision and optimization problems in the Robotics Lab. I have published patents and papers at ICASSP, International Journal of Computer Applications. I am also a Tata Scholar and a K C Mahindra Scholar. I am passionate about solving challenging and impactful problems using machine learning and artificial intelligence, and I am always eager to learn new techniques and tools to enhance my expertise and performance. I enjoy working with talented and diverse teams, and I value collaboration, innovation, and excellence. If your interests align with mine, I would love to talk to you, please reach out to me at [email protected].
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Experience (7 roles)
Machine Learning Eng / Tech Lead
Current{"0":{"type":"textComponent","text":"Working in Feed recommendation stack at LinkedIn\n• Led the improvement of Feed and Video recommendations at LinkedIn through contrastive learning and large language models. I also led the pre-ranking layer roadmap at Feed.\n* I bootstrapped the Video Recommendat...
Machine Learning Engineer, Instagram Direct Search
{"0":{"type":"textComponent","text":"• Worked in Instagram Direct Search ranking team. Led projects on ranking stack broadly aligning with Business Messaging DBI objectives, resulting in a 0.5% lift in search success rate and average click position."}}
2 roles · Jul 2018 - Oct 2021
Senior Machine Learning Scientist, Siri Natural Language
Machine Learning Engineer
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Education (2)
Abu Dhabi Indian School
Georgia Institute of Technology
Skills (25)
Certifications (2)▼
Generative AI for Business Leaders
Nvidia Deep Learning Institute
NVIDIA
Languages (2)▼
Volunteer Experience (2)▼
Volunteer
Teach For India
Lead Coordinator in the Event Management Team, Abu Dhabi
Big Boys Toys
Mar 2011 - Apr 2011 · 2 mos
Honors & Awards (2)▼
Tata Scholar
Issued by J. N. Tata Endowment Fund · Jul 2016
K C Mahindra Scholar
Issued by K. C. Mahindra Trust · Jul 2016
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