A showcase of innovative solutions I've built using AI/ML, cloud technologies, and full-stack development
Vector-based retrieval system leveraging Pinecone embeddings and semantic search, achieving 60% improvement in response accuracy and 50% reduction in query resolution time (from 5 minutes to 2 minutes).
Multi-agent orchestration system using LangChain and LangGraph with tool-calling capabilities, ReactJS framework for reasoning, and custom workflow automation processing 10K+ queries daily with 85% task completion accuracy.
Ensemble modeling approach (Random Forest + XGBoost + LSTM) integrating manufacturing capacity and lead time variables, boosting production scheduling efficiency by 40% and reducing stockouts by 25%.
Self-service platform (ReactJS + Python FastAPI) enabling 50+ non-technical users to perform automated feature engineering, hyperparameter tuning with Optuna, and batch predictions. Integrated MLflow for model versioning and experiment tracking.
Led implementation of live scanning of customer data via REST APIs, streamlining the Order Entry process and slashing time requirements by 40%.
Designed and developed both iOS (Swift) and Android (Java) mobile applications to facilitate secure transactions against on-premises ERPs, boosting operational efficiency by 30%.
Developed a Python Flask backend and ReactJS-based shipping portal to streamline rate comparisons across multiple carriers within FreightPop TMS, with Okta SSO integration.
Designed containerized microservices using Docker, orchestrated and deployed scalable applications on Kubernetes clusters, ensuring high availability and efficient resource utilization.
Migrated critical applications to AWS cloud native services, resulting in a 35% reduction in hosting costs and a 15% increase in application availability.
LoRA/QLoRA optimization of Llama 2 and Mistral models (7B) for manufacturing compliance and technical documentation, achieving 40% accuracy improvement with 60% cost reduction through 4-bit quantization.
Led design and development for REST API integrations between SciQuest SaaS platform and on-premises ERPs with Spring Boot as middleware.
Led transformation of several batch processing systems into real-time microservice-based APIs, improving data accessibility and system responsiveness.
I'm always open to discussing new projects, creative ideas, or opportunities to be part of your vision.
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