Souvik User
@souvikuser2
Computer vision intern at IDEAS – Technology Innovation Hub, ISI Kolkata; developed a pedestrian trajectory prediction model.
IndiaWhat I'm looking for
At IDEAS – Technology Innovation Hub, ISI Kolkata, I developed and trained a Transformer-based pedestrian trajectory prediction model using the PIE dataset.
I also built an Explainable AI-driven business risk prediction system for SMEs. Its machine learning models achieved an R² score of 0.93 for overall risk prediction, with SHAP, LIME, and a chatbot supporting transparent analysis.
I developed HotelBooking, a website for creating and managing hotel or apartment listings, with user authentication, custom error handling, and Mapbox regions. I also built an LMS full-stack application with course management, progress tracking, role-based access, and Razorpay-integrated payments.
I'm studying Computer Science Engineering at Adamas University and am interested in data analysis and machine learning. I co-authored and presented a paper on explainable AI-driven business risk prediction at ICAIRME 2026.
Experience
Work history, roles, and key accomplishments
Intern – Computer Vision
IDEAS – Technology Innovation Hub, ISI Kolkata
May 2025 - Jul 2025 (2 months)
Developed and trained a Transformer-based pedestrian trajectory prediction model using the PIE dataset, achieving accurate pedestrian detection.
Education
Degrees, certifications, and relevant coursework
Adamas University
B.Tech, Computer Science Engineering
2022 -
Grade: CGPA 8.3
Pursuing a B.Tech in Computer Science Engineering with a CGPA of 8.3 as of the 7th semester.
Deriachak Sri Aurobindo Vidyamath
Higher Secondary Examination, General
Grade: 90.6%
Completed Higher Secondary Examination (Class XII) with 90.6%.
Deriachak Sri Aurobindo Vidyamath
Secondary Examination, General
Grade: 74.7%
Completed Secondary Examination (Class X) with 74.7%.
Codebasics
Python Certification, Python
Completed a Python certification.
Apna College
Full Stack Web Development Course, Full Stack Web Development
Completed a Full Stack Web Development course.
NPTEL
NPTEL Elite Certificate, Programming in C
Earned an NPTEL Elite certificate on Problem Solving through Programming in C, organized by SWAYAM.
Availability
Location
IndiaAuthorized to work in
Salary expectations
Interested in hiring Souvik?
You can contact Souvik and 90k+ other talented remote workers on Himalayas.
Message SouvikGet 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!
