Janani G
Contact details — on requestProof of Work — on request
Experience
I
Artificial Intelligence Intern
Infosys Springboard · Oct 2025 – Dec 2025
- Emotion-Based Music Recommender System | Python, TensorFlow, FastAPI, Streamlit, OpenCV, BERT
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Artificial Intelligence Intern
Infosys Springboard (Virtual) · Oct 2025 – Dec 2025
- Developed a full-stack AI application integrating MobileNetV2 CNN for real-time facial emotion recognition (~85% accuracy, 5 classes) and BERT Transformer for text-based emotion classification, served via FastAPI REST API with 5 endpoints and an interactive Streamlit frontend with real-time mood tracking.
- Designed a Spotify audio-feature filtering pipeline using Pandas, mapping detected emotions to songs by valence, energy, tempo, and danceability for mood-matching and uplift modes.
Intern
InternPe · Jan 2024 – Feb 2024
- AI-Powered Real-Time eCommerce Chatbot | Python, Flask, scikit-learn, NLTK, SQLite, JavaScript
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AI / ML Intern
InternPe (Virtual) · Jan 2024 – Feb 2024
- Built and deployed a real-time AI-powered eCommerce chatbot using Python, Flask, and scikit-learn with a full NLP pipeline (NLTK preprocessing, TF-IDF vectorization, LinearSVC classifier) trained on 284 labeled sentences across 12 intent categories, achieving 82.5% intent classification accuracy.
- Added conversational features including context-aware memory, sentiment detection, product comparison, and entity extraction for price/order filtering, integrated with a SQLite database of 56 products; delivered a full-stack interface with voice input and real-time search suggestions.
1
Web Development Intern
1STOP · Jul 2023 – Aug 2023
- E-Commerce Website | HTML5, CSS3, JavaScript, Git
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Web Development Intern
1Stop (Virtual) · Jul 2023 – Aug 2023
- Created a fully responsive e-commerce website using HTML5, CSS3, and Vanilla JavaScript with cart management, wishlist, live search & filter, and multi-step checkout with real-time validation across 10+ product categories.
- Developed advanced UI/UX features including skeleton loading animations, quick-view modal, coupon code system, and localStorage cart persistence; optimized for performance and discoverability with SEO meta tags, Semantic HTML5, and ARIA accessibility labels.
Skills 0 proven through work
Also works with
Team SupportIdea SharingAsking Good QuestionsVerbal CommunicationOn-time DeliveryTaking OwnershipTeamworkAdaptabilityOrganizationWork Planning and PrioritizationProcess UnderstandingProduct DevelopmentProblem SolvingMachine Learning ApplicationAI Solution ImplementationScalable System DesignDatabase ManagementReact DevelopmentData CalculationUser Interface DesignBuilding Web ApplicationsFront-end DevelopmentForm Validation ImplementationFilter and Search UI ImplementationClient-Side Data PersistenceJavaScript DevelopmentCSSHTMLReal-Time Data FetchingCRUD OperationsE-commerce Application DevelopmentModel Performance ImprovementData Search System DevelopmentFull-stack DevelopmentPersistent Memory Systems for AI AgentsModel Training ExecutionText Feature ExtractionNLTK Library UsageData PreprocessingAI Pipeline Developmentscikit-learnFlask Web DevelopmentConversational UX DesignApplication DeploymentChatbot DevelopmentProcess ImprovementReceiving and Incorporating FeedbackAI Model TestingModel Fine-TuningComputer Vision RobustnessImage Data AugmentationETL Pipeline DevelopmentAudio Feature ExtractionMood Tracking System DevelopmentBackend DevelopmentREST API Endpoint DevelopmentFastAPI DevelopmentSentiment AnalysisTransformer Architecture UnderstandingEmotion Detection System DevelopmentMobileNetV2 Model UsageAI Platform DevelopmentTensorFlow Model DevelopmentPython DevelopmentRecommendation Feature Development
Proof of Work
Proof of Work
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Education
B.Tech, Computer Science and Engineering
CMR University, Bengaluru, Karnataka · 2022 — 2026
Contact details
Contact details
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