Looking for a job

Hamza Shaikh

@hamzashaikh4

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I build enterprise LLM agents that improve compliance workflows and reduce infrastructure costs.

India

Message

What I'm looking for

I'm looking to build production AI and LLM products that solve meaningful enterprise problems, combining model development, evaluation, deployment, and cost-efficient cloud architecture.

At ComplyStream, I built enterprise LLM applications and FinCrime AI agents for 200+ financial analysts, improving workflow efficiency 3× and response accuracy by 40%.

I design production APIs, evaluation pipelines, and serverless AWS architectures using Bedrock, LangChain, Lambda, S3, and EC2. My prompt optimization reduced infrastructure costs by 50% and tokens by 30%.

At Diverge and O2H Technology, I delivered GenAI and sentiment-analysis products for platforms serving up to 50k+ users, improving classification accuracy, engagement, latency, and cloud costs.

I've also applied Python-based predictive modeling and data analysis to supply-chain, manufacturing, and chemical-research problems, including production-capacity improvements and reduced drug-synthesis waste.

Experience

Work history, roles, and key accomplishments

Founding AI Engineer

ComplyStream

Dec 2024 - Feb 2026 (1 year 2 months)

Designed enterprise-grade LLM applications using AWS Bedrock, LangChain, and Transformers, reducing infrastructure costs by 50%. Led development of FinCrime AI agents serving 200+ analysts, improving workflow efficiency by 3x and response accuracy by 40%.

AWS Lang Chain Transformers LLM Prompt Engineering Fine Tuning Serverless AWS Lambda S3 EC2 API Development Monitoring Evaluation Pipelines

AI Engineer

Diverge

Sep 2023 - Feb 2024 (5 months)

Developed a sentiment-based chatting module using GenAI for a platform with 10k+ monthly active users. Led end-to-end implementation including API design, deployment, and model optimization, achieving 92% sentiment classification accuracy and reducing response time by 40%.

GenAI Sentiment Analysis Model Selection Fine Tuning Prompt Engineering API Design Deployment Optimization Cloud Infrastructure

Data Scientist

NetworthCorp

Jan 2022 - Jun 2022 (5 months)

Worked on supply chain and manufacturing optimization projects, applying data analysis and predictive modeling using Python, Power BI, and statistical methods. Contributed to a project optimizing assembly production parameters, increasing production capacity by 30% and reducing costs by up to 20%.

Python Power BI Statistical Methods Data Analysis predictive modeling Supply Chain Optimization Manufacturing Optimization

AI Engineer

O2H Technology

Jan 2020 - Dec 2021 (1 year 11 months)

Worked end-to-end across data-driven ML projects serving 50k+ users, from requirement gathering to deployment and client demos. Built a sentiment analysis module with 85% accuracy, automated Jira ticket creation, and developed a data scraper converting historical PDF records into structured data.

Machine Learning Sentiment Analysis NLP Jira Automation Data Scraping Market Research SWOT Analysis Python