Turning data, models, and systems into real-world products.
- 🎓 Computer Engineering undergraduate at Trinity College Dublin (Class of 2027)
- 🤖 Focused on AI/ML, LLMs, RAG systems, and applied intelligence
- 🛠️ Builder of end-to-end systems — backend, AI pipelines, frontend, and hardware
- 📈 Interested in scalable AI systems, experimentation, and real-world deployment
📚 Personalized Tutor — Retrieval-Augmented Generation (RAG)
Python · LangChain · Cohere · FAISS · Ollama
- Designed a topic-wise PDF ingestion and semantic retrieval pipeline
- Implemented embedding-based search over educational content
- Generated grounded, source-aware answers using LLMs
- Focused on modularity, explainability, and extensibility
🤝 EkaImpact NGO AI Chatbot
Python · Web Scraping · LangChain · Cohere · Mistral
- Built and deployed an AI chatbot for a live NGO website
- Automated knowledge base creation via full-site scraping
- Reduced manual query handling and improved visitor engagement
📈 JBAC AI Trading Coach
Python · FastAPI · AWS · Financial Data · ML
- Developed an AI-powered trading assistant providing strategy insights and market context
- Designed modular backend services for data ingestion, analysis, and response generation
- Focused on explainability and disciplined decision support rather than black-box signals
✋ Sign Language to Speech Translator (In Progress)
Python · OpenCV · MediaPipe · TTS
- Real-time hand gesture recognition for translating sign language into spoken output
- Exploring temporal gesture modeling and computer vision pipelines
📊 AI-Powered Job Search Assistant
Python · Web Scraping · Gradio · IBM watsonx
- Built an intelligent platform to match users with relevant job opportunities
- Automated job data extraction and relevance-based ranking
🏏 Real-Time Cricket Score & Win Probability Dashboard
Python · Flask · APIs · Machine Learning
- Computed dynamic win probabilities using live match data
- Applied statistical models to update outcomes in real time
🤖 PID-Controlled Autonomous Buggy
Arduino · C++ · PID Control · Sensors
- Implemented closed-loop speed control using PID algorithms
- Integrated ultrasonic sensing and GUI-based control
🚗 Car Price Prediction System
Python · Machine Learning · Regression Models
- Trained and evaluated ML models to predict vehicle prices
- Performed feature engineering and model comparison
🏠 House Price Prediction System
Python · Machine Learning · Data Analysis
- Built predictive models using historical housing data
- Focused on data preprocessing and performance evaluation
🎙️ Gender Voice Classification
Python · Machine Learning · Audio Features
- Classified speaker gender using extracted voice features
- Explored classical ML pipelines for audio-based classification
- Applied AI & ML system design
- RAG pipelines & LLM integration
- Backend & API engineering
- Algorithmic problem solving
- End-to-end project ownership
- 💼 LinkedIn: linkedin.com/in/aadityas18
- 📧 Email: [email protected]
- 💻 GitHub: github.com/aadityaS18