Hybrid RAG API
FastAPI + Ollama exploration of retrieval, local inference, memory and modular APIs.
Python · FastAPI · OllamaGitHub ↗
Portfolio / work
Built, building, and intentionally next.
A clearer project archive: shipped systems first, active work second, future directions last. Each card points back to a public source where one exists.
CloudCostAI
Applied ML project for cloud-cost prediction, with a Flask interface and prediction workflow.
Python · ML · FlaskGitHub ↗
NmapAnalyzer
C-based network scanning and analysis tooling connected to MySQL for structured scan results.
C · Nmap · MySQLGitHub ↗
ReconX
Web reconnaissance automation project built around common enumeration tooling.
Node.js · FFUF · GobusterGitHub ↗
LoanApprovalAI
Classification project for learning the practical workflow around preprocessing, training and inference.
Python · scikit-learnGitHub ↗
Autonomous Red Team Project
Local-LLM-oriented security automation experiment exploring planning and tool orchestration.
Python · Ollama · SecurityGitHub ↗
LocalForge
Building a local-first AI developer environment around locally running models, extension workflows and GPU-aware execution.
Local LLMs · DevToolsGitHub ↗
GNCore
A Python package exploring reusable AI/LLM skills, workflows, prompts and automation-oriented developer tooling.
Python · LLM toolingPyPI ↗
3D ULPIN Mapping System
Research and prototype direction for a backward-compatible volumetric extension of India’s ULPIN framework.
3D · GIS · AIRead research →
AI/GenAI Engineering Track
Systematic progression through neural networks, PyTorch, transformers, RAG, agents, fine-tuning, inference and deployment.
PyTorch · Transformers · RAGSee journey →
Production local-AI stack
GPU-backed local inference, model discovery, developer tooling, evaluation, serving and deployment as one cohesive system.
GPU · Inference · MLOpsPlanned
AI systems observability
Evaluation and monitoring patterns for local and cloud LLM systems: latency, quality, failures, cost and reproducibility.
Evals · Tracing · MetricsPlanned