// by Shashikant Jha · Conversational AI Architect
The Craft
A comprehensive showcase of my work across GenAI, full-stack engineering, and conversational architecture.
// Featured · live product
The Caliper // Regulate. Evaluate. Orchestrate.
An integrated engineering suite for Generative AI, with four tools: Crucible, The Matrix, Forge and The Anvil.
// Featured · in private development
Lumen // The AI toolkit that boosts AI productivity.
Small language models on your own machine for specific jobs. First tool: CodeSearch, offline code search for AI assistants, with the CodeGraph map.
// Work by area
Machine Learning & GenAI
Synthetic training data, automated train-test cycles and classification services.
Conversation Design
Authentication architectures and structured NLU frameworks.
Testing & Release Tools
Conversation flow testing, intent benchmarking and version change reports.
Infrastructure & DevOps
GitLab CI/CD, serverless webhooks, and automated GitOps.
Frontend
A CMS-backed personal site and the routing engine behind this portfolio.
// Ecosystem · one maker, four doors
- The architectshashikantjha.comExperience, writing and consulting.
- Flagship // tools around AIThe CaliperThe non-AI, deterministic toolset around AI.
- Flagship // AI that boosts AILumenThe AI toolkit that boosts AI productivity.
- The workThe CraftProjects across GenAI, conversation design, testing and infrastructure. You are here.
Machine Learning & GenAI
Automated training pipelines, synthetic data generation, and custom classification architectures.
ML Data Generator
FastAPI-based Python REST microservice engineered for high-volume synthetic data generation and manipulation.
Dialogflow AutoTrainer
Automated MLOps pipeline designed to execute continuous train-test cycles until strict accuracy thresholds are achieved.
Deep Learning Classifier
A custom bot framework component featuring a single prediction classification service and deep learning model testing pipeline.
Authentication Flows
Select an architectural pattern to explore its logic and principles.
Testing & Release Tools
Tools for testing conversation flows and NLU, and for tracking what changed between bot versions.
Automated Testing Framework
Tests conversation flows and NLU through script creation, intent benchmarking, and pre-training and post-training performance comparison.
Changelog Pipeline Tool
Compares Dialogflow versions and produces intent-level change reports for controlled review and release tracking.
Infrastructure & Backend
Session management backends, Python utility libraries, and file mirroring services.
Custom Bot Backend
A robust NodeJS backend architecture explicitly designed for managing complex conversational sessions and states.
Python Core Utilities
A centralized repository of reusable Python utilities, standardizing data validators, templating engines, and core functions.
GitLab Download Mirror
An infrastructure tool designed to route and download secure files through a dedicated GitLab repository mirror.
Frontend
A collection of interactive environments, custom content management systems, and spatial architectures.