Selam A.Private profile: Upwork shows its earnings only to signed-in members, so we check it every few weeks, not daily. MRR here is a rough estimate (Upwork's six-month earnings ÷ months active). Last read Nov 7, 2026.

Senior AI/ML Engineer with over 4 years of experience building and deploying machine learning, deep learning, and LLM systems for credit scoring, natural language processing, code intelligence, and real-time inference. Skilled in Python, C++, and SQL, with advanced expertise in PyTorch, TensorFlow, MLflow, Airflow, Snowflake, PostgreSQL, and AWS services (EKS, EC2, S3, RDS, Lambda). Proven track record scaling AI solutions for 200K+ MSMEs, optimizing LLMs with RLHF and PPO, and designing behavioral feature engineering pipelines that turn raw event data into production credit and recommendation signals. Experienced in evaluating LLMs and coding agents on public benchmarks, building agent tooling on the Model Context Protocol (MCP), and applying program analysis techniques (AST/CFG-level static analysis) to large codebases. Strong command of MLOps and production-grade infrastructure: FastAPI services on EC2 with systemd and nginx, S3-checkpointed distributed pipelines, delta/incremental processing for large-scale workloads, and end-to-end analytics pipelines from game and app telemetry (Unity Analytics, Snowflake) through to scoring models and stakeholder-ready reporting.