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Iram Fatima

@iramfatimas

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ML/AI engineer building voice AI and RAG systems, deploying production agents and autonomous models.

Pakistan

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What I'm looking for

I’m looking for a role where I can build and deploy production voice AI and RAG systems—grounded, secure, and scalable—leveraging PyTorch/TensorFlow, FastAPI, and modern LLM tooling to ship real-world products.

I’m an ML / AI engineer with a B.Sc. in Computer Science from UET Lahore and hands-on experience building real-time conversational voice agents, production RAG pipelines, and end-to-end deployments. I published my autonomous ML agent, modelscout-ai, on PyPI and have 9+ live deployments, including a Distinction-winning medical AI final-year project with a research paper under review.

I focus on practical AI engineering: Groq + FastAPI backends for grounded responses, hybrid BM25 + semantic retrieval with reranking in multi-tenant Qdrant systems, and reliable voice pipelines using LiveKit, Deepgram, and ElevenLabs. Whether it’s calendar/CRM-connected appointment agents or offline, CPU-only voice assistants, I build systems that are scalable, secure, and designed to reduce hallucinations.

Experience

Work history, roles, and key accomplishments

Final Year Project

SmartLife AI

Sep 2025 - Apr 2026 (7 months)

Developed a prayer-aware home automation activity classification system (awarded Distinction) with a stacked LSTM model and a research paper under review. Implemented a Flask REST API with MQTT pub/sub backend and deployed to HuggingFace Spaces with zero-downtime updates.

PyTorch Flask MQTT Firebase ESP32 Activity Classification IoT Prayer Aware Feature Engineering REST APIs

Appointment Confirmation & Scheduling

AI Voice Agent

Jan 2026 - Present (7 months)

Built a real-time conversational voice agent that confirms and reschedules appointments using LiveKit, Deepgram STT, Groq LLM, and ElevenLabs TTS. Integrated Google Calendar and HubSpot CRM for automated booking sync, and added a RAG-based call-verification layer with citations and a Streamlit monitoring dashboard.

LiveKit Deepgram GROQ ElevenLabs Google Calendar HubSpot Qdrant BM25 RAG Bge M3 Embeddings Streamlit

Autonomous ML Agent

ModelScout

Jan 2026 - Present (7 months)

Published the autonomous ML agent package modelscout-ai on PyPI (pip install modelscout-ai), which automatically trains 20+ models across tabular, time series, NLP, and computer vision domains. Built a Groq LLM integration for plain-English explanations and a FastAPI backend with model download endpoints plus statistical significance testing.

Python PyTorch TensorFlow fastAPI GROQ XGBoost DistilBERT Model Training Cross Validation Model APIs

Education

Degrees, certifications, and relevant coursework

University of Engineering and Technology (UET) Lahore

Bachelor of Science, Computer Science

2022 - 2026

Grade: Distinction

Activities and societies: Final-year project: SmartLife AI (research paper under review). Coursework: Machine Learning, Deep Learning, NLP, IoT Systems, DSA.

B.Sc. in Computer Science at UET Lahore (2022–Jun 2026), completing the final-year project SmartLife AI with Distinction. Researched a prayer-aware IoT-LSTM framework; the associated research paper is under review.