I'm a final-year Computer Science Engineering student with a passion for Machine Learning, Deep Learning, and Software Development. I thrive on creating innovative solutions that make a positive impact. Always eager for new projects and collaborations in the tech realm.
- 🦙 Fine-tuned Llama 3 model on specialized datasets using Unsloth for cutting-edge NLP tasks.
- 🔍 Implemented Retrieval-Augmented Generation (RAG) with Langchain and vector databases like Pinecone and Chroma.
- ⚡ Developed real-time systems using WebSockets and Django Channels for seamless chat and notifications.
- ☁️ Built and deployed ML models on AWS, including a credit risk prediction model using EC2 and S3.
- 🌾 Fine-tuned YOLO for weed detection in agricultural fields to aid precision agriculture.
- 🐳 Created isolated development environments with Docker, streamlining collaboration and development.
- 🌐 Created an AI-powered search and query application with intelligent web search capabilities.
- 🔐 Developed JWT-based user authentication with unique username and email verification.
- 🤖 Integrated Llama models for AI-enhanced response generation using Groq.
- 🧠 Leveraged HuggingFace embeddings and ChromaDB for semantic search and vector storage.
- 📊 Designed a SAAS platform for automated statistical analysis and machine learning model generation.
- 🔒 Engineered secure file handling system supporting CSV/TSV uploads with data validation and sanitization.
- 🔍 Constructed modular analysis pipeline incorporating descriptive statistics and correlation analysis.
- 📄 Generated automated LaTeX report system with customizable templates.
- 🧬 Integrated Neo4j graph database and ChromaDB for vector operations.
- 🎥 Built a browser-based video editing web application with multiple editing capabilities using OpenCV.
- ✂️ Implemented video manipulation features including trimming, brightness adjustment, and speed control.
- 📽️ Supported multiple video export formats including MP4, AVI, and MOV.
- ☁️ Deployed using AWS Lambda for backend processing and Amazon S3 for static website hosting.
- Languages:
- Machine Learning:
NLP, Clustering
- Deep Learning:
CNN, LSTM, GANs, YOLO
- Frameworks:
- Vector Databases:
- Web Development:
- Frontend:
- Databases:
- Cloud Services:
(EC2, S3, RDS)
- Tools:
I'm always excited to collaborate on projects related to:
- Machine Learning and Deep Learning applications
- NLP and Data Science challenges
- Full-stack Web Development
- Real-time systems and cloud-based ML deployments
Feel free to reach out if you'd like to collaborate or discuss new ideas! Let's create something impactful together.