Skip to main content
Prateek SinghPS
Looking for a job

Prateek Singh

@prateeksingh7

AI/ML researcher at IIT Ropar who co-authored a Group Affect Recognition survey covering 100+ studies.

India
Message

At Indian Institute of Technology Ropar, I co-authored a survey on Group Affect Recognition that synthesized findings from 100+ studies and mapped methods and benchmark datasets into a structured taxonomy and research roadmap.

In my projects, I fine-tuned Mistral-7B for mathematical reasoning and developed computer vision systems for deepfake detection, medical image classification, and PPE compliance. My Mistral-7B pipeline achieved 52.5% test accuracy on GSM8K, an 11% improvement over the zero-shot baseline.

Experience

Work history, roles, and key accomplishments

IR

Research Intern

Indian Institute of Technology Ropar

May 2026 - Jul 2026 (2 months)

Co-authored a comprehensive survey paper on Group Affect Recognition, synthesizing findings from 100+ studies and analyzing 12+ state-of-the-art methods and 15+ benchmark datasets to establish a structured taxonomy and future research roadmap.

Education

Degrees, certifications, and relevant coursework

Indian Institute of Information Technology logoIT

Indian Institute of Information Technology

B.Tech, Computer Science & Engineering (Artificial Intelligence & Machine Learning)

2023 -

Pursuing a B.Tech in Computer Science & Engineering with a specialization in Artificial Intelligence & Machine Learning, expected to graduate in May 2027.

Get matched with your dream remote job

Sign up now and join over 250,000+ remote workers who receive personalized job alerts, curated job matches, and more for free!

Sign up
Himalayas profile for an example user named Frankie Sullivan