Abhinav Kumar
@abhinavkumar20
AI Engineer building motion-synthesis models that cut inference time 4,450x.
United KingdomWhat I'm looking for
At NIT Puducherry, I engineered a Streamlit pipeline to analyze WhatsApp chat logs and trained a Bi-LSTM model to classify text into four emotional states, achieving 95.15% validation accuracy.
On my NvidiaTrackability-GuidedMotionSynthesis project, I built a Temporal Transformer that replaced physics simulation at inference time, delivering a 4,450x speedup and reducing implausible motion output by 59.3%.
I also developed an autonomous-driving model during my internship at Coincent and built projects in video generation and underwater image super-resolution. I'm seeking opportunities as an AI Engineer, ML Engineer, Data Scientist, or Software Engineer.
Experience
Work history, roles, and key accomplishments
Floor Manager / Front of House Lead
The Soak
Sep 2026 - Present (1 month)
Independently oversee dining operations, allocating tables to streamline service, reduce wait times, and enhance guest experience.
Front of House Lead
Royal Thali & Vasantha Vilas
Dec 2025 - Aug 2026 (8 months)
Serve as the primary guest contact, managing a 60-seat dining floor during peak services and ensuring an efficient welcome.
Machine Learning Intern
NIT Puducherry
Sep 2023 - Dec 2023 (3 months)
Engineered an interactive EDA pipeline using Streamlit to parse WhatsApp chat logs and applied text mining techniques. Architected and trained a Bi-LSTM neural network with FastText embeddings, achieving 95.15% validation accuracy on a 16,000-record dataset.
Machine Learning Intern
Coincent
Oct 2022 - Dec 2022 (2 months)
Developed and deployed a CNN-based autonomous driving model achieving 94% steering prediction accuracy on a dataset of 45,000 labeled images. Built a real-time neural network predicting steering angles with ≤0.2s latency and over 90% directional accuracy.
Education
Degrees, certifications, and relevant coursework
Queen Mary University of London
Master of Science, Artificial Intelligence
2025 -
Grade: Distinction
Pursuing an MSc in Artificial Intelligence with distinction, covering deep learning, NLP, and computer vision.
National Institute of Technology Puducherry
Bachelor of Technology, Computer Science and Engineering
2021 - 2025
Grade: Distinction
Completed a B.Tech in Computer Science and Engineering with a specialization in AI & ML, achieving distinction.
Swaraj India Public School
ISC, Senior Secondary
2020 - 2021
Grade: 99.50%
Completed Senior Secondary (ISC) with 99.50%, equivalent to UK Year 13/Upper Sixth AAA* level.
Tech stack
Software and tools used professionally
Availability
Location
United KingdomAuthorized to work in
Salary expectations
Social media
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