
Abtaal Aatif
AI Engineer
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Portfólio
Experiência profissional
AI Engineer
IBM • Período integral
Nov 2025 - Present • 10 mos
Built a multimodal RAG system using FastAPI and vision-language models for infrastructure maintenance, achieving 98% top-1 accuracy. Developed a React Native app for real-time asset identification via YOLOv11 and ArcGIS. Fine-tuned YOLOv11 for pothole detection and analyzed IoT sensor data for predictive maintenance.
Associate Data Scientist II
Data Science Dojo • Período integral
Feb 2025 - Nov 2025 • 9 mos
Built and shipped AI agents into two enterprise products used by real customers. Delivered 15+ agents using LLM orchestration, with several demonstrated at industry conferences. Connected 6 external tools (Slack, HubSpot, Azure DevOps, Algolia, Perplexity, Code Runner) through MCP servers running on Docker and Azure, so users could work across all of them in plain language. Improved agent tool-routing accuracy from 65% to 85% by analysing over 1,000 real conversations to find where agents picked the wrong tool, then rewriting the prompts controlling routing and execution order. Also built automated alerting across 12+ projects, connecting error tracking to the team's ticketing and CRM systems.
AI Research and Development Intern
Plutus21 Capital
Oct 2024 - Feb 2025 • 4 mos
Built an AutoGen multi-agent system using Llama to map company names to stock tickers and generate yfinance code for automated financial data retrieval and analysis.