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
LangGraphCustom Multi-Agent SystemsStructured Prompt EngineeringFunction / Tool Calling Workflows
Vector DBs & RAG
ChromaDBFAISSAdvanced RAG PipelinesRetrieval + Validation Layers
Storage
MongoDBRedis
Certifications
"The true logic of this world is in the calculus of probabilities."
— James Clerk Maxwell
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.
ChromaDBFAISSAdvanced RAG PipelinesRetrieval + Validation LayersContext EngineeringMongoDBRedisAdaptive Selectors & Fallback LogicCaching StrategiesStructured Extraction PipelinesResilient Ingestion Workflows
User Query→Embed→Vector Search→Context Injection→Model
AGENT ORCHESTRATION
Stateful, multi-step reasoning systems with graph-based execution.
LangGraphCustom Multi-Agent SystemsStructured Prompt EngineeringFunction / Tool Calling Workflows
Planner→Tools→Memory→Executor→Output
BACKEND & SECURITY
Authenticated, access-controlled, production-grade APIs.
REST ArchitectureOpenAPI Schema DesignMicroservicesOAuth 2.0 (Instagram / Facebook)RBACOAuth 2.0API Access ControlStructured Output Validation
RBACRate LimitingSecure Token Handling
PERCEPTION & DEEP LEARNING
Vision pipelines and domain-specific model training.
OpenCVPyTorchTensorFlowObject DetectionSemantic Segmentation
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.
GitHub Actions (CI/CD)Task Queues & Async PipelinesGit
Selected Projects
1 / 5
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
Automated Financial Data Analysis
Python
Automated processing and categorization of large financial datasets using Python. Generated summary tables and business intelligence reports for actionable insights. Integrated data visualization tools to present trends and spending patterns.
Tech
PythonData AnalyticsAutomation
Deep Dive Case Studies
Narratives of engineering journeys, from architectural decisions to deployment challenges.
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