Project · Computer Vision
SyntheticFace Detector
A PyTorch classifier that distinguishes real and manipulated faces using an EfficientNet-B0 model.
- 58,869 images
- FaceForensics++ C23
- EfficientNet-B0 · PyTorch
- MTCNN · OpenCV face preprocessing
01 — I'm Hardik Bansal
I build with AI.
AI/ML · GenAI · LLMs · Software Engineering
From computer vision models to LLM-powered workflows, I build AI applications and explore the engineering behind intelligent software.
02 — AI / ML
Teaching machines to spot fakes.
03 — Data & Analytics
From raw data to insight.
Project · Data Analytics · Cloud
InsightFlow
A data analytics and reporting project connecting Python, SQL, cloud storage, and Power BI to turn processed data into useful insights.
- Python · Pandas
- MySQL · AWS S3
- Power BI · Reporting
04 — Generative AI
Making LLMs useful.
Exploring how prompts, large language models, and application logic turn generative AI into useful software.
Currently Exploring
- LLMs
- Prompt Engineering
- LangChain
05 — RAG & Knowledge
Give LLMs the right context.
Exploring embeddings and vector search to retrieve relevant information and ground LLM responses in external knowledge.
Currently Exploring
- RAG
- Embeddings
- Vector Search
06 — Agentic AI
From failed pipelines to answers.
Project in progress
GenCase Automation
An AI-assisted diagnostic workflow designed to analyze failed CI/CD logs, explain potential causes, and email structured reports.
- Failure log analysis
- LLM-assisted diagnosis
- Automated reporting
07 — Tech Stack
Tools behind the work.
- Programming
- Python · Java · SQL · DSA
- Machine Learning & Vision
- PyTorch · EfficientNet · OpenCV · MTCNN
- Data & Databases
- Pandas · NumPy · Power BI · MySQL · PostgreSQL
- Cloud & Engineering
- AWS S3 · Docker · Git · Linux · CI/CD
- Generative AI exploring
- LLMs · LangChain · LangGraph · RAG · AI Agents