Hi, I'm Ghanshyamsinh Zala.
I build practical AI systems—from retrieval-augmented applications and multi-agent workflows to NLP, computer vision, and real-time voice interfaces. I enjoy turning research ideas into usable software.
Top Projects
View all →AI Agentic Studio
Multi-agent research engine with planners, researchers, writers, fact-checkers and quality gates.
Hybrid RAG Assistant
Document Q&A using BM25 keyword retrieval, FAISS semantic search and live web integration.
Voice Assistant Pipeline
Near-real-time speech-to-text, LLM and text-to-speech pipeline over WebSockets.
ByteBrief
Multimodal summarization platform combining BERT, BART and Whisper-based processing.
My Skills
Full stack →Generative AI
RAG · LLMs · Prompt Engineering · Agentic AI · LangGraph · CrewAI · OpenAI APIs · Hugging Face · Ollama
Machine Learning
PyTorch · TensorFlow · Scikit-learn · NLP · BERT · BART · Computer Vision · GANs · LSTM · SHAP
Backend & Data
Python · FastAPI · REST APIs · WebSockets · Pandas · PostgreSQL · MySQL · SQL Server · MongoDB
Retrieval & Deployment
FAISS · ChromaDB · Pinecone · BM25 · Semantic Search · Hybrid Search · Docker · Kubernetes · MLflow
Recent Experience
View experience →Data Analytics & AI Engineer Intern
Enterprise RAG workflows, LangGraph agentic workflows, LLM applications, retrieval, prompt engineering and enterprise data integration.
Design Team Lead & Vice President
Led a 20-member cross-functional team and supported technical events and hackathons for 500+ participants.
Writing & Research
Blogs & notes →Latest
Oracle Fusion AI Agent Studio Certified Developer Professional
Certification focused on architecting and building AI agents, prompt engineering, security, RAG, function calling and agent evaluation.
1st Prize — National Code Carnival 2024
National-level coding competition achievement.