Syed Jawad Haider

Ai & Data Engineer

Turing

Jul 2024 - Current (2 years)

• Architected and implemented foundational infrastructure for AI agent evaluation environments, defining test harnesses, scoring pipelines, and observability layers for LLM-based agent assessment. • Built production-grade MCP (Model Context Protocol) server infrastructure using FastAPI, enabling autonomous AI agents to interact with external tools, APIs, and data sources through structured, schema-validated interfaces. • Developed RESTful and async API layers in FastAPI to serve AI agent endpoints, supporting high-concurrency inference workloads with robust error handling, request validation, and structured logging. • Executed Supervised Fine-Tuning (SFT) workflows on large language models using open-source frameworks (Hugging Face, TRL), t

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Lead Data Engineer & Data Scientist

Smart Alto

May 2022 - Jan 2024 (1 year 9 months)

• Led end-to-end GCP data engineering for a US residential real estate platform, ingesting and serving billions of property data points across analytical and transactional workloads. • Designed and maintained scalable streaming and batch ETL/ELT pipelines using Apache Beam on Cloud Dataflow; implemented Pub/Sub topics and subscriptions for event-driven, exactly-once message processing at scale. • Architected BigQuery data warehouse with multi-layer data modeling (raw → curated → serving), leveraging partitioned and clustered tables, authorized views, column-level security, and row-level access policies for strict governance. • Orchestrated all workflows via Cloud Composer (Airflow 2.x), managing DAG lifecycle, SLA monitoring, alerting, and

Mathematician & Data Scientist

Genesis IT Lab

Jan 2021 - Feb 2022 (1 year 2 months)

• Designed mathematical models for yield and reward distribution across multi-currency blockchain savings accounts, including arbitrage safety checks and real-time rate monitoring — requiring high-precision financial data pipelines. • Built and deployed an NLP-powered finance chatbot using BERT (Hugging Face); architected the system with MongoDB as a document store for conversation context and financial knowledge retrieval. • Delivered research presentations on DeFi protocols and ML models to technical and non-technical stakeholders, demonstrating the data storytelling and executive communication skills required for commercial analytics roles.

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Data Engineer

Hello Equity

Nov 2019 - Dec 2020 (1 year 2 months)

• Built a real-time mortgage refinancing recommendation API on AWS: Lambda functions served personalized loan products by combining live interest rates, homeowner equity snapshots, and Snowflake-stored loan data through API Gateway. • Designed DynamoDB schemas for low-latency property lookups and Snowflake for analytical reporting — directly mirroring the transactional/analytical split addressed in modern lakehouse architectures. • Developed backend services in Python (Flask) with clean REST API contracts, laying the foundation for modern FastAPI patterns used in current AI engineering work.

Data Analyst

Trialfacts

Aug 2017 - Sep 2018 (1 year 2 months)

• Automated data processing and sales funnel analysis for a specialized clinical trial patient recruitment firm using Google Sheets, Apps Script, and JavaScript — an early example of end-to-end pipeline ownership in a regulated-adjacent domain.

Syed Jawad Haider

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