About
Data Scientist and AI/ML Engineer with 1+ year of production experience building end-to-end ML pipelines, LLM-powered agentic workflows, and real-time inference APIs on AWS. Skilled in NLP, deep learning, RAG systems, and MLOps — delivering scalable, low-latency AI solutions across the full ML lifecycle from feature engineering to CI/CD deployment.
Skills & Expertise (34)
Work Experience
Data Scientist
PropFTX
Jan 2025 - Jan 2026
Designed and deployed a production-grade ML-based property valuation model achieving 90% prediction accuracy, enhancing investor decision-making and reducing manual analyst review time by 60%. Architected a hybrid forecasting pipeline (gradient-boosted ML + CAGR) with NLP sentiment analysis on market reports, increasing recommendation relevance by 20%. Implemented CI/CD pipelines with MLflow experiment tracking and DVC versioning for reproducible, auditable model deployments across staging and production. Deployed a FastAPI REST ML inference service on AWS EC2 delivering real-time predictions at sub-100ms latency for live platform users.
Data Science Intern
PropFTX
Sep 2024 - Dec 2024
Engineered large-scale ETL and web scraping pipelines automating collection of 50,000+ property listings, cutting data acquisition time by 95%. Prototyped an NLP-driven recommendation engine (TF-IDF + cosine similarity) later scaled into a full production-ready system during the full-time role.
Education
Bachelor of Computer Applications – Specialization in Artificial Intelligence - Jain University
2022 - 2025 · Afghanistan
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Citizen
Relocation
Open to Relocation
Skills (34)
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