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Abhirup Goswami
Karnataka, India0 followers0 following
- About
- High School
- Bachelor's
- Target
- TOEFL
- GRE
Male
Karnataka, India
Work ExperienceData Scientist
Fractal Analytics - Full Time
Aug 10, 2023 - Present · 2 yrs 9 mos
Karnataka, India
- Worked on Multi-Modal LLM Agents
- Worked on Using LLMs for Flyer Generation
Data Scientist Intern
Schneider Electric - Internship
Jul 1, 2020 - Sep 30, 2020 · 3 mos
Karnataka, India
◦ Conducted in-depth Exploratory Data Analysis (EDA) to extract valuable insights and develop a comprehensive understanding of the factors influencing PCB shorting time.
◦ Utilized advanced Multi-Output Regression techniques to accurately predict the key features impacting short trip times.
◦ Presented findings and recommendations to senior management, effectively communicating complex data-driven insights and their potential impact on operational performance.
◦ Developed and implemented a data-driven optimization strategy that resulted in a 10% reduction in PCB shorting
occurrences, leading to increased productivity and cost savings.
Machine Learning Intern
Multi Player Yoga Gameplay - Internship
May 1, 2021 - Jul 31, 2021 · 3 mos
Karnataka, India
◦ Employed Convolutional Neural Networks to successfully enable real-time detection of yoga poses.
◦ Reduced the processing time of the pose detection system by 67%, from an initial performance of 150ms to 50ms, through
the implementation of PoseNet, allowing for more responsive and seamless real-time detection, enhancing user experience.
◦ Performed a comprehensive market analysis to identify key features and emerging trends, guiding the development
of a recommendation system tailored to meet evolving user demands.
◦ Presented innovative solutions, such as integrating social sharing features to foster a sense of community among users, to
address business challenges by leveraging insights and aligning with market analysis.
Data Scientist Intern
Fractal Analytics - Internship
May 15, 2022 - Jul 15, 2022 · 2 mos
Karnataka, India
◦ Developed a Vision Transformer-based Depth Map Estimator for detailed depth map generation from RGB images.
◦ Improved the Celeb A-Spoof Dataset by integrating Ground Truth Depth Maps for existing images by using PRNet.
◦ Fine-tuned the Depth Estimator on the augmented dataset and integrated a robust Depth-Based Face Anti-Spoofing
System, using a Convolutional Neural Network, effectively mitigating vulnerabilities to Paper Attacks.
◦ Achieved an outstanding overall accuracy rate of 97%, demonstrating 100% accuracy in live face detection and 94%
accuracy in identifying and detecting spoof attacks on a balanced data subset.
ProjectsAbhirup Goswami has not added any project yet.
Research PapersAbhirup Goswami has not added any research paper yet.
VolunteeringVolunteer
at Research Cell IIT BHU
Aug 1, 2021 - May 13, 2023
Science and Technology
Led the Social Media team for the Research Cell at IIT (BHU), achieving a rapid growth of 1000 followers in just 4
months, effectively increasing awareness and engagement with research initiatives.
◦ Drafted the IBGAA Graduate Application Scholarship, which has provided financial support to 30 IIT (BHU)
students for their higher studies application procedures, enabling them to pursue further education opportunities.
◦ Delivered a GRE prep talk to 50+ students, providing valuable insights and guidance for their graduate studies. Additionally, curated crucial resources, generating 1800+ views, for a higher education applications repository.