Full-Stack + AI Engineer - ITI Concierge (ITI Concierge - AI Knowledge / RAG Platform)
Duration: 08/2025 – 07/2026
Summary:
- Built an AI knowledge platform serving an organization with 25,000+ members across 100+ countries
- The platform is a standalone AI web application grounded in decades of organizational knowledge, designed to provide accurate and reliable responses
Responsibilities:
- Developed and delivered a standalone AI web application.
- Ensured response accuracy and reduced hallucination risk by grounding responses in approved knowledge sources.
- Managed AI knowledge platform development and deployment.
Full-Stack + AI Engineer - Newzip (Newzip - AI Hyper-Personalization Platform)
Duration: 06/2024 – 11/2024
Summary: Delivered an AI proof of concept platform designed to generate personalized insights for over 10,000 users, enhancing user engagement and conversion rates through hyper-personalization.
Responsibilities:
- Developed AI-powered personalization features.
- Contributed to platform design and implementation to increase user engagement and conversions.
Full-Stack + AI Engineer - Netguru (Multiple Client Projects)
Duration: 06/2024 – 07/2026
Summary:
- Delivered over 8 client projects spanning AI, SaaS, enterprise platforms, and modern web applications
- Architected production AI capabilities using LLMs, RAG, embeddings, semantic search, and workflow automation
Responsibilities:
- Architected and developed AI capabilities and production environments.
- Developed REST/AI APIs and React/Next.js modules.
- Deployed production environments using Docker, CI/CD, automated testing, and monitoring.
Technologies: Python, TypeScript, React, Next.js, FastAPI, PostgreSQL, Redis, AWS, Docker, CI/CD
Full-Stack Engineer - Pryon (Ingestion Engine - Multimodal AI Ingestion & Knowledge Processing Platform)
Duration: 06/2023 – 04/2024
Summary: Contributed to ingestion workflows designed to continuously process millions of pages of enterprise content from multiple repositories, supporting multimodal content including text, images, audio, and video for downstream RAG systems.
Responsibilities:
- Worked on document-processing stages including extraction, normalization, layout analysis, chunking, metadata enrichment, and embedding generation.
- Supported ingestion from multiple enterprise repositories.
- Enabled multimodal content processing pipelines.
Technologies: Python, FastAPI
Full-Stack Engineer - Pryon (Retrieve Engine - Enterprise Knowledge & Retrieval Platform)
Duration: 09/2022 – 06/2023
Summary: Contributed to retrieval workflows designed to search across over 1 million pages of enterprise content with sub-second retrieval requirements, integrating AI capabilities for semantic retrieval, relevance ranking, and RAG/LLM workflows.
Responsibilities:
- Worked across multiple retrieval stages including query processing, embedding, content matching, ranking, and source attribution.
- Integrated AI capabilities and supported integrations with various enterprise content repositories.
Technologies: Python, FastAPI, React, Next.js
Full-Stack Engineer - Pryon (Enterprise AI Platforms)
Duration: 09/2022 – 04/2024
Summary: Supported two major enterprise AI platforms focused on knowledge retrieval and multimodal data ingestion, processing over 1 million pages through document-processing workflows.
Responsibilities:
- Engineered Python/FastAPI services and React/Next.js modules for AI workflows.
- Designed retrieval stages including embeddings, semantic search, query expansion, reranking, and source attribution.
- Processed large-scale document workflows supporting multimodal enterprise knowledge and retrieval.
Technologies: Python, FastAPI, React, Next.js
Software Engineer - Careem (Taxi, Food & Delivery Platform)
Duration: 01/2022 – 12/2022
Summary: Supported a food-delivery ecosystem with over 10,000 restaurant partners during the Super App expansion, contributing to critical customer workflows and improving order and delivery reliability.
Responsibilities:
- Contributed to customer workflows including restaurant discovery, menu browsing, cart management, checkout, and order tracking.
- Developed and integrated application layers across frontend, backend APIs, and database services.
- Improved reliability of order and delivery scenarios including payment failures and delivery tracking.
Technologies: Python, Node.js, React, PostgreSQL, MongoDB, Redis
Software Engineer - Careem (Ride-Hailing Platform)
Duration: 01/2021 – 12/2021
Summary: Supported backend systems involved in millions of ride transactions across Careem's regional markets, optimizing core backend areas to improve reliability under high-demand traffic.
Responsibilities:
- Contributed to ride-lifecycle workflows including booking, Captain matching, trip start, cancellation, and completion.
- Optimized API processing, database operations, and caching.
- Strengthened automated testing to reduce regression risk in production releases.
Technologies: Python, Node.js, React, PostgreSQL, MongoDB, Redis
Software Engineer - Careem (Careem Super App, Mobility and Food Product Areas)
Duration: 06/2020 – 08/2022
Summary: Supported three major product areas serving millions of customer interactions, delivering critical workflows and optimizing backend and frontend modules for performance and reliability.
Responsibilities:
- Delivered critical workflows covering ride booking, driver matching, food ordering, payments, and real-time tracking.
- Engineered backend APIs and frontend modules.
- Optimized API, database, caching, and real-time service workflows.
Technologies: Python, Node.js, React, React Native, PostgreSQL, MongoDB, Redis
Upstaffer since September, 2026
