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SOUMIK HATI

SOUMIK HATI

Data Science and AI professional

Iswarpur, Birbhum, India
85
Profile Score

About

Data Science and AI professional with hands-on experience delivering end-to-end Machine Learning and Deep Learning solutions in NLP and Computer Vision. Developed a scalable Extractive Text Summarization system using Python and TF-IDF with multi-format input support, focused on efficiency and real-world usability. Built a healthcare AI pipeline for histopathological image analysis using U-Net for tumor segmentation and ResNet/VGG for classification, achieving 92%+ accuracy with strong Dice and IoU metrics. Strong in data preprocessing, model evaluation, and performance optimization. Passionate about building scalable, business-impacting AI solutions and contributing to high-performance teams in global organizations.

Skills & Expertise (26)

Machine Learning Advanced
8.3/10
3
Years Exp
Deep Learning Advanced
8.3/10
3
Years Exp
Python Advanced
8.2/10
3
Years Exp
Natural Language Processing (NLP) Advanced
8.1/10
3
Years Exp
SQL Intermediate
7.6/10
3
Years Exp
SQL Intermediate
7.6/10
3
Years Exp
medical image processing CNN architectures Computer Vision Redis MongoDb MySql Data Cleaning Data Wrangling ETL AWS Excel Tableau Power BI NumPy Pandas A/B testing Hypothesis Testing Statistical Analysis TF-IDF R

Work Experience

Data Scientist Intern

Augmenza Tech Private Limited

Dec 2025 - Jan 2026

Supported staff members in their daily tasks, reducing workload burden and allowing for increased focus on higher-priority assignments. Gained valuable experience working within a specific industry, applying learned concepts directly into relevant work situations. Analyzed problems and worked with teams to develop solutions. Contributed to a positive team environment by collaborating with fellow interns on group projects and presentations. Gained hands-on experience in various software programs, increasing proficiency and expanding technical skill set. Participated in workshops and presentations related to projects to gain knowledge.

Education

Bachelor of Technology (B.Tech): Computer Science (Data Science Focus) - Techno Main Salt Lake

- 2025 · Afghanistan

Certifications

Data Science Certification

· 2025

Complete SQL and Databases Bootcamp

· 2025

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Profile Score Breakdown

📷 Photo 10/10
📄 Resume 10/10
💼 Job Title 10/10
✍️ Bio 10/10
🛠️ Skills 20/20
🎓 Education 10/10
⏱️ Experience 5/15
💰 Rate 0/5
🏆 Certs 5/5
Verified 5/5
Total Score 85/100

Profile Overview

Member sinceDec 2025

Skills (26)

Machine Learning Deep Learning Python Natural Language Processing (NLP) SQL SQL medical image processing CNN architectures Computer Vision Redis +16 more