Experience
Experience
ML Engineer (Freelance Project)
• Conducted a comprehensive study and analysis of speech emotion recognition (SER) techniques using Deep Neural Networks (DNN).
• Designed and implemented an enhanced speech emotion recognition system using a Balanced Generative Adversarial Network (GAN) and an emotion-aware latent space, achieving an accuracy improvement from 70% to 85%.
• Improved the learning stability of the Generative Adversarial Network through evolutionary data augmentation by applying genetic algorithms.
• Evaluated the performance of the Generative Adversarial Network for speech emotion recognition, comparing it with state-of-the-art techniques such as LSTM and Transformer models.
Full Stack Developer
(Freelance Project)
• Created a lead generation platform for villa owners, managing leads worth 30-40 lakhs daily.
• Developed dashboards for lead management, villa blacklisting, account management, and data filtering based on several options.
• Implemented advanced features to optimize lead tracking, data analysis, and operational efficiency for villa owners.
Chrome Extension Developer
• Built chrome extension for renowned instagram influencers, celebrities.
• Worked on DOM manipulation and built logic, responsiveness, mobile view.
• Modified HTML source code & injecting custom JavaScript
• Accessed local storage and cookies, web traffic
• Leveraged Knowledge in logic building, responsiveness, working of web browsers.
Full Stack Developer
• Made a web/mobile app for celebrities managing their social media
accounts and stored data on Firebase Firestore.
• Used Facebook's Graph API for fetching and authentication of Instagram users.
• Implemented Comments Monitoring System.
• Added Auto Posting functionality on scheduled time.
• Utilized: React JS, Firebase, Graph API, Expo Go, React Native, Redux.
Frontend Developer
• Worked on development of Resource Management System.
• Developed frontend Modules and integrated backend.
• Managed the whole team and translated client requirements.
• Leveraged Knowledge in FastAPI (Python), React.js, MongoDB, Design, UI/UX
