
Tashfeen R
AI and ML Engineer, LLM Agents and Automation
Habilidades

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Porfolio
Experiencia laboral
AI Automation & Agent Developer
Freelance / Self-employed
Dec 2023 - Present • 2 yrs 6 mos
Develop AI agents, RAG knowledge-base chatbots, and code-based workflow automation using Python, LangChain/LangGraph, and API/webhook integrations. Build deployment-ready solutions using Streamlit and FastAPI, with documentation, testing, and setup support. Experience integrating tools like Gmail API (OAuth 2.0), vector databases (ChromaDB/FAISS), and multi-model LLM backends (Gemini/OpenAI/Llama via gateways).
LLM Integration & Product Enhancement Engineer
DASSOFT (NASTP) • Tiempo completo
Oct 2025 - Dec 2025 • 2 mos
Built an LLM-powered security monitoring agent using LangChain and prompt optimization, improving incident response quality by ~30%. Designed stress-test prompts (edge cases, multi-step reasoning) and evaluated outputs against expected behavior. Deployed the agent as a FastAPI service with structured output validation to improve reliability and audit-ready reporting.
AI/ML Intern (Agentic AI)
Siberkoza (Startup), NASTP
Jun 2025 - Aug 2025 • 2 mos
Worked on AI-powered SOC automation using agentic AI to assist L1/L2 analyst workflows, reducing triage time by ~40%. Contributed to LLM automation prototypes using LangGraph and supported experiments with RAG-based assistants and retrieval-based question answering. Helped validate workflows and improve system behavior through iterative testing and prompt tuning.