Sonam Kumari
Data Analytics & AI/ML Engineer
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Transforming Data into Insights
As a Computer Science Engineering student, I'm passionate about transforming raw data into meaningful insights that drive decision-making. My background in programming, database management, and statistical analysis provides a strong foundation for mastering data analytics.
By leveraging skills in Python, SQL, machine learning, deep learning, and visualization tools like Power BI and Tableau, I bridge the gap between data and business strategies. My goal is to develop expertise in data wrangling, predictive modeling, and business intelligence to contribute effectively to real-world problem-solving.
Core Focus
  • Data-driven decision making
  • Predictive modeling
  • Business intelligence
  • Machine learning solutions
Technical Expertise
AI & Machine Learning
Deep Learning, Neural Networks, Predictive Modeling
Data Management
SQL, MongoDB, Database Design, Data Wrangling
Programming
Python, JavaScript, Kotlin, HTML/CSS
Visualization
Power BI, Tableau, Data Storytelling
Academic Excellence
1
B.Tech. - Computer Science Engineering
Parul University, PIET | 2022 - 2026
CGPA: 8.23 / 10
2
12th Grade - CBSE
Bansi Vidya Niketan, Faridabad | 2021
Percentage: 93.40%
3
10th Grade - CBSE
Bansi Vidya Niketan, Faridabad | 2019
Percentage: 90.40%
Featured Projects
Credit Card Transaction Report
Interactive Power BI dashboard analyzing spending trends, customer segmentation, and merchant performance. Features monthly breakdowns and high-value customer identification for data-driven insights.
Student Result Management System
GUI-based application using Tkinter for efficient student record management. Enables adding, updating, deleting, and viewing student details with secure database storage and user-friendly interface.
LinkedIn Post Generator
AI-powered content creation tool built with Python, Llama 3.3, and Streamlit. Automates LinkedIn post generation with LLM-driven metadata extraction and intelligent tag unification.
Innovative Solutions
Recipe App
Android application built with Kotlin following MVVM architecture. Uses Room for local storage, enabling users to create, view, edit, and delete recipes with Material Design interface.
Expense ML API
Flask-based machine learning API predicting monthly expenses and detecting overspending behavior. Provides real-time financial insights for student expense management and finance tracking apps.
College Enquiry Chatbot
Custom Python Flask chatbot with modern UI for answering student queries about admissions, courses, and facilities. Features intent detection, context awareness, and personalized user experience without external AI services.
Image Caption Generator
AI-powered tool using InceptionV3 model for image recognition. Generates engaging, culturally relevant social media captions with Flask backend and Tailwind CSS frontend.
Research & Publications
FinSaathi: AI-Driven Personal Finance Management
Published: IJSET | September 2025 | 4 Authors
Comprehensive AI-driven finance system for students featuring automated expense tracking with 95% OCR accuracy, intelligent budgeting with 87% precision, and gamification principles. Built with Flutter, Node.js, and MongoDB Atlas.
  • Automated receipt scanning and expense categorization
  • Real-time budget monitoring and AI recommendations
  • Gamified engagement with achievement systems
  • Evaluated with 60+ users showing significant improvements
Hackathons & Competitions
PU Code Hackathon 2.0
AI-driven Health Habit Analyzer with gamification elements including points, levels, badges, and streaks. Built with ReactJS and AI/ML for enhanced user engagement.
Vadodara Hackathon 5.0
Multi-modal chatbot combining NLP and image recognition using PyTorch, TensorFlow, and YOLO. Features real-time processing and scene analysis capabilities.
AI/ML Hackathon 2.0
Emergency ID System with QR-based medical data access, face detection, AI medical summary bot, offline symptom analyzer, and online doctor chatbot.
Certifications & Achievements
SQL and Database
Infosys Springboard certification demonstrating proficiency in SQL and database management systems.
Computer Networks & Internet Protocol
NPTEL (IIT Kharagpur) certification with 72% aggregate covering TCP, VPN, LAN, and Router technologies.
Data Analytics & Visualization
Completed job simulation and specialized training in data analytics and visualization techniques.
Let's Connect
Ready to Collaborate
I'm passionate about leveraging data analytics and AI/ML to solve real-world problems. Whether you're looking for collaboration on innovative projects or exploring opportunities in data science, I'd love to connect.
Phone
+91-8851565239
Location
Vadodara, Gujarat, India
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