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Souvik Barman

Souvik Barman

Process Associate

Kolkata
80
Profile Score

About

I am eager to apply my technical skills, coupled with a passion for problem solving and developing solutions.

Skills & Expertise (13)

C++ SQL Python Git Firebase Visual Studio Jupyter Notebook VS Code Google Colab MATLAB Data Cleaning NumPy Pandas

Work Experience

Process Associate

Genpact

07-2025 - Present

Investigate high-risk user activity and suspicious transactions to identify and prevent fraudulent activity. Analyze trends, patterns, and behaviors in online transactions to detect fraud, abuse, and policy violations. Collaborate with cross-functional teams to enforce platform guidelines and improve risk mitigation strategies. Review and resolve user-reported issues while ensuring compliance with internal policies and regulatory standards.

Machine Learning Intern

Hyderabad, Telangana

05-2024 - 05-2024

Fake News Detection using Machine Learning and Flask. The project successfully developed a machine learning-based fake news detection system with a highest accuracy of 95% using the Passive Aggressive Classifier.

AI/ML Intern

CAIR, DRDO

01-2025 - 04-2025

Experiments with BERT and Word2Vec based Document Clustering. The project evaluates different large language model (LLM) embeddings (BERT, Word2Vec) for the NLP task document clustering. The study assesses models using performance metric Cosine Similarity to determine their accuracy, efficiency, and scalability across different text types (news articles, research papers, blogs, etc.). The project follows a stepwise methodology, including literature review, dataset preparation, model implementation, performance benchmarking, and report documentation. The findings aim to provide insights into trade-offs between accuracy and computational efficiency, helping researchers and developers choose the best embedding techniques for NLP applications.

Education

M.Sc. in Computer Science (specialization in intelligent systems)

2023 - 2025 · India

B.Sc. in Physics (Hons.)

2019 - 2022 · India

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Profile Score Breakdown

📷 Photo 10/10
📄 Resume 10/10
💼 Job Title 10/10
✍️ Bio 10/10
🛠️ Skills 18/20
🎓 Education 10/10
⏱️ Experience 7/15
💰 Rate 0/5
🏆 Certs 0/5
Verified 5/5
Total Score 80/100

Profile Overview

Member sinceNov 2025

Availability Details

Relocation

Open to Relocation

Skills (13)

C++ SQL Python Git Firebase Visual Studio Jupyter Notebook VS Code Google Colab MATLAB +3 more