MODEL LAYER
Foundation reasoning & multimodal intelligence powering structured workflows.
GPT-4oClaude 3GeminiLlamaHuggingFace
Used in multi-agent orchestration, structured RAG, and enterprise automation.
1.5+
Years of hands-on experience
Tech Stack
Agent Orchestration
LangGraphMulti-Agent (Planner / Executor / Verifier)ReAct PipelinesCustom Agent Workflows
Vector DBs & RAG
ChromaDBRAG PipelinesRetrieval + Validation Layers
Storage
MongoDB
Certifications
"Prompting is fun. Architecting the system behind it is where the real work begins."
— Vedant Pai
Intelligence Architecture
API & INTEGRATION LAYER
Provider abstraction and multi-model switching via unified interfaces.
OpenAI APIAnthropic APIGemini API
Client → API Gateway → Model Provider
DATA & RETRIEVAL LAYER
Contextual grounding using vector search and structured retrieval pipelines.
ChromaDBRAG PipelinesRetrieval + Validation LayersMongoDB
User Query→Embed→Vector Search→Context Injection→Model
AGENT ORCHESTRATION
Stateful, multi-step reasoning systems with graph-based execution.
LangGraphMulti-Agent (Planner / Executor / Verifier)ReAct PipelinesCustom Agent WorkflowsStructured Prompt Engineering
Planner→Tools→Memory→Executor→Output
BACKEND & SECURITY
Authenticated, access-controlled, production-grade APIs.
REST ArchitectureMicroservicesJWT / RBACAPI Access ControlOutput Validation
RBACRate LimitingSecure Token Handling
PERCEPTION & DEEP LEARNING
Vision pipelines and domain-specific model training.
Deep LearningPyMuPDF (PDF reading / thumbnails)Pillow (image processing)pypdf
CNNMultimodal ProcessingEdge Inference
DEPLOYMENT & MONITORING
Scalable deployment with logging, monitoring and CI/CD.
LoggingCI/CDAPI Monitoring
Latency · Error Rate · Throughput · Cost
CLOUD INFRASTRUCTURE
Elastic compute across cloud and serverless environments.
AWS (EC2 / Lambda)
Selected Projects
1 / 10
Content Phase - The Ultimate AI Social Media Manager
Problem
Content Phase is a comprehensive platform that replaces the need for a social media agency.
Solution
The platform uses a layered microservices architecture designed for scale and reliability.
Impact
Reduced content creation from 2 hours to 5 minutes per post — 217+ hours saved monthly;…
Click to view details and links
More projects
A personalized SaaS Companion for Psychological Insight and Productivity
Llama
Designed to enhance mental well-being and productivity through behavioral analysis of users. Personalized recommendations served based on the user's psychological profile.
Tech
LlamaOpenAIMySQLPrisma
Deep Dive Case Studies
Narratives of engineering journeys, from architectural decisions to deployment challenges.
Recent Blogs
View AllNo blog posts yet.