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OneSkool EdgeTech Pvt. Ltd.
Aug 2024 — Present
Co-Founder & Data Science Engineer
* Spearheaded the development of a modular school management system, integrating AI-driven analytics and predictive modeling to enhance student performance tracking and decision-making.
* Engineered data pipelines and ETL processes, collecting and analyzing structured/unstructured educational data to improve system efficiency and personalize learning experiences.
* Developed machine learning models for student performance prediction, attendance forecasting, and automated grading using Python, TensorFlow, and scikit-learn.
* Designed and implemented NLP-based AI assistants to facilitate intelligent conversations with students, teachers, and parents, leveraging Rasa, Dialogflow, and OpenAI GPT.
* Built interactive dashboards using Power BI, Matplotlib, and Plotly, visualizing key educational insights for administrators and educators to drive data-informed decisions.
* Led a cross-functional team in optimizing database architectures and query performance, ensuring scalable data storage using PostgreSQL and Firebase.
* Devised strategies for AI-enhanced adaptive learning, enabling personalized recommendations for students through content-based and collaborative filtering techniques.
* Managed partnerships with schools, conducted user research, and refined system features based on data analytics and feedback, ensuring high adoption rates and impact.
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HelloApps Technologies Pvt. Ltd.
Dec 2023 — Jul 2024
Associate Software Engineer
* Led full-stack development and independently built an AI-powered chatbot, leveraging OpenAI API, Google Dialogflow, and NLP techniques to enhance user interactions and automate responses.
* Designed, developed, and deployed the flagship product's website using the MERN Stack, ensuring efficient state management and data handling through optimized API calls.
* Engineered and integrated RESTful APIs, enabling seamless data exchange, real-time updates, and optimized backend communication, improving system efficiency.
* Applied data-driven decision-making to improve chatbot responses, using machine learning models, data preprocessing, and sentiment analysis to refine AI performance.
* Worked with structured and unstructured data, implementing data parsing, transformation, and storage solutions to support AI-based features and analytics dashboards.
* Collaborated with cross-functional teams to enhance software architecture, optimize query performance, and deploy data visualization techniques to provide insights into chatbot interactions.
* Provided technical support, shared best practices, and contributed to multiple projects, increasing team productivity by 35% through improved automation and workflow enhancements.
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ONN Interactive Pvt. Ltd.
Oct 2023 — Dec 2023
Machine Learning Research Intern
* Developed and optimized UI components for the Samaaru web application, integrating APIs and implementing data-driven user interfaces, contributing to a 25K+ user base growth
* Engineered Progressive Web App (PWA) support, enhancing site performance, improving SEO by 45%, and ensuring better user engagement through data-driven insights.
* Worked on frontend analytics, tracking user interactions and engagement patterns to optimize UI/UX, using tools like Google Analytics and custom data visualizations.
* Implemented API data handling and state management, ensuring efficient real-time updates and seamless user experiences through structured data modeling.
* Collaborated with the broader engineering team to prioritize feature development, resolve bugs, and improve overall application performance using data-driven decision-making.
* Gained hands-on experience in data visualization techniques, rendering insights from backend data to enhance frontend interactivity and user experience.
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Gurugram Police Cyber Cell
Jun 2021 — Jul 2021
Research Intern
* Conducted data-driven forensic investigations, analyzing email logs, VoIP records,
and financial transactions to detect patterns in fraud and ransomware cases.
* Applied statistical analysis and anomaly detection techniques to identify suspicious activities in large datasets.
* Gained proficiency in Wireshark for network traffic analysis, using data visualization to interpret cyber threats.
* Explored SIEM (Security Information and Event Management) tools to aggregate and analyze cybersecurity logs for real-time threat detection.
* Studied regulatory compliance (GDPR, HIPAA, Indian IT Act) and its impact on secure data handling and privacy in software systems.
