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ritika chawla

ritika chawla

Aspiring Data Scientist

Rajasthan, India 85 · Excellent

About

Aspiring Data Scientist with a strong foundation in analytics, machine learning, and data-driven decision making. Experienced in developing intelligent systems, including deepfake detection and smart attendance solutions, and extracting actionable insights from complex datasets using Python, SQL, and modern tools. Skilled in transforming raw data into meaningful insights through analysis, visualization, and model development. Passionate about solving real-world problems, continuously learning emerging technologies, and building scalable, impactful solutions that bridge the gap between data and innovation.

Skills & Expertise (37)

Python Advanced
8.5/10
5
Years Exp
TensorFlow Advanced
8.0/10
4
Years Exp
scikit-learn Advanced
8.0/10
4
Years Exp
Pandas Advanced
7.8/10
4
Years Exp
NumPy Advanced
7.8/10
4
Years Exp
JavaScript MS Excel MySql SQLite Statistics Probability Data Preprocessing Go React.js Git MongoDb CSS PyTorch Transformers OpenCV Face Recognition Streamlit GitHub Jupyter Notebook Tableau Power BI Seaborn Matplotlib Model Evaluation Clustering Classification Regression Feature Engineering Data Wrangling EDA Data Cleaning SQL

Work Experience

Developer

SpendSync

Present - Present

Developed a full-stack expense tracking system using Go, React.js, and MongoDB, reducing manual expense management effort by 60%. Implemented 5+ core features including expense categorization, transaction history, and real-time budget monitoring. Optimized database operations and API handling, improving transaction retrieval speed by 40%. Designed a responsive and user-friendly interface, enhancing financial tracking efficiency for daily expense management.

Developer

DreamScape AI

Present - Present

Developed a generative AI application to create high-quality visuals from user prompts using deep learning models. Integrated transformer-based models and computer vision techniques for feature extraction and style generation. Built an interactive interface using Streamlit for real-time user input and output visualization. Optimized model inference and data processing to improve performance and reduce latency.

Developer

Deepfake Video Detection

Present - Present

Designed a deepfake detection pipeline leveraging computer vision and deep learning to distinguish authentic and manipulated videos. Converted video streams into structured frame data and analyzed facial patterns to detect anomalies. Implemented and fine-tuned neural network models to improve detection reliability. Streamlined data preprocessing and feature extraction to enhance system performance and scalability.

Developer

Smart Attendance System

Present - Present

Developed a smart attendance system using face recognition to automate real-time attendance marking. Processed live video streams to detect and recognize individuals with high accuracy. Implemented a structured system to store and manage attendance records efficiently. Enhanced system performance using image preprocessing and feature extraction techniques.

Education

Bachelor of Technology in Artificial Intelligence And Data Science - Modern Institute of Technology and Research Centre

2023 - 2027 · Afghanistan

Science – PCM - Achievers Academy

2021 - 2023 · Afghanistan

Certifications

NLP, Deep Learning & GPT Technologies – Summer Internship

· 2025

Machine Learning, Power BI & Tableau – Industrial Training

· 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 sinceMay 2026

Availability Details

Visa Status

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Relocation

Open to Relocation