t
tashfeen348

Tashfeen R

@tashfeen348

AI and ML Engineer, LLM Agents and Automation

Pakistan
Englisch, Urdu
Einige Informationen werden in englischer Sprache angezeigt.
Über mich
I build AI systems that actually ship Chatbots, Voice Agents, business automation, Machine Learning and Computer Vision models that go from a working prototype to a deployed, production-ready system. Over the past 2+ years I've worked on real-time computer vision for industrial clients, LLM-based automation, and custom ML models handling everything myself, from training to deployment, so you're not coordinating between multiple specialists. Message me with your goal and I'll tell you honestly whether it's a good fit before you order.... Mehr lesen

Kompetenzen

t
tashfeen348
Tashfeen R
offline • 

Meine Dienstleistungen

KI-Integrationen
I will build and deploy custom machine learning and computer vision models
Ab90 $ / ProjektWeitere Details
Automatisierungen und Agenten
I will build custom ai chatbots, voice agents, and business automation systems
Ab45 $ / ProjektWeitere Details

Portfolio

Arbeitserfahrung

AI Automation & Agent Developer

Freelance / Self-employed

Dec 2023 - Present • 2 yrs 8 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).

NASTP

Vollzeit • 1 yr

AI Engineer

May 2025 - Feb 2026 • 9 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)

Feb 2025 - May 2025 • 3 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.