LangChain SQL Chatbot
A natural-language SQL assistant using LangChain, Groq and Qwen to query SQLite and MySQL databases.
AMAN SINGH
Generative AI / ML Developer
I build practical AI systems using Python, machine learning, LLMs, RAG, AI agents, NLP and intelligent applications.
Focused on turning modern AI techniques into useful, deployable products with clean interfaces and real-world applications.
View my work ↗/Selected work
AI systems built to solve real problems.
LangChain Chat with Search
An AI research assistant that intelligently combines web search, Wikipedia and arXiv through a LangChain agent.
Conversational RAG
A PDF-based conversational RAG system with semantic retrieval, vector search and context-aware chat history.
Research Paper Q&A
A RAG-powered research assistant for querying research papers using embeddings, FAISS and LLMs.
ANN Customer Churn
A deep learning model that predicts customer churn with preprocessing and real-time Streamlit deployment.
LSTM Next Word Prediction
An NLP deep learning system that predicts the next word using an LSTM trained on Shakespeare's Hamlet.
/Experience
Always learning.
Always building.
Generative AI
Building practical applications around LLMs, RAG systems, prompt engineering and AI agents.
LangChain & AI Agents
Exploring tool-using agents, structured workflows, search systems and LLM orchestration.
Retrieval-Augmented Generation
Working with embeddings, vector databases, semantic retrieval and document intelligence.
NLP & Deep Learning
Building sequence-based NLP systems using tokenization, embeddings, LSTMs and TensorFlow.
AI + Data Systems
Connecting intelligent models with databases, APIs and real-world application workflows.
/Skills
Tools & technologies I work with.
Stack
Python
Machine Learning
Deep Learning
NLP
LSTM
TensorFlow
Scikit-learn
LLMs
Generative AI
RAG
AI Agents
LangChain
Groq
Ollama
FAISS
ChromaDB
SQL
Streamlit
Git / GitHub
/About
A builder focused on useful intelligence.
I'm a Generative AI / ML developer focused on building practical AI applications. I enjoy working with Python, machine learning, deep learning, LLMs, RAG, AI agents, LangChain, NLP and intelligent data-driven systems.
Education
B.Tech, Computer Science & Engineering
Indraprastha Engineering College, Ghaziabad (AKTU University)
2024 – 2028 (Pursuing)Senior Secondary (10+2), Science
Platinum Valley International School, Surya Nagar, Ghaziabad
Completed in 2024/Have an AI project in mind?