EMON SARKER
Software Engineer | Machine Learning
Full stack software developer with an MSc in Computer Science, specializing in Machine Learning and user behavior.
[ View Experience ]OP-01ABOUT ME
Resourceful and self-motivated with a strong problem-solving mindset and an ability to translate research into high-quality, working code. Proven ability to partner with interdisciplinary teams and mentor junior developers.
// EDUCATION
MSc in Computer Science
University of British
Columbia
Specialization: Machine Learning
// RESEARCH
My research focuses on user behavior modeling and building persuasive systems using reinforcement learning techniques.
OP-02TECHNICAL SKILLS
// LANGUAGES
- JavaScript/TS
- Python
- SQL
- HTML/CSS
// FRAMEWORKS
- Node.js
- React
- Next.js
- GraphQL
// TOOLS & PLATFORMS
- AWS
- PostgreSQL
- Docker
- OpenAI & Gemini SDKs
OP-03EXPERIENCE
ProposalAI - Software Engineer
Led development of a B2B SaaS platform to accelerate RFP response writing. Built dynamic RAG pipelines with LLMs (GPT & Gemini) and vector DBs to reduce hallucination to <0.5%.
UBC - Research Assistant
Building Reinforcement and Recommendation Models using ML to persistently change user behavior for positive outcomes. Utilizing click-stream modelling to gather user insights.
HealthTech Inc. - ML Engineer
Developed predictive models for patient risk assessment using electronic health records. Implemented privacy-preserving federated learning techniques to maintain HIPAA compliance.
TechStartup - Full Stack Developer
Architected and built a serverless application using AWS Lambda, API Gateway, and DynamoDB. Implemented CI/CD pipelines reducing deployment time by 70%.
OP-05CONTACT
Let's connect. I'm available for new opportunities.