Sidharth Sreekumar
I'm a Developer.
About
Hello There! I'm a penultimate year student at The Hong Kong Polytechnic University pursing a degree in Computer Science with a minor in Business Management and Economics. I've been purusing a career in distributed systems across multiple industries through my internships and am passionate about cloud computing, data analytics and finance.
Full-Stack Developer & Analyst.
Primarily focus on workflows involving middleware and distributed computing. But I'm currently doing some research on LLM optimization by looking into optimizing compressions within the GPU architecture.
- Birthday: 31 May 2004
- City: Hong Kong SAR
- Phone: +852 5576 3918
- Age: 21
- Degree: Bachelor
- Email: [email protected]
I'm also an active enthusiast of AWS and have been a representative for them since 2022 as an Ambassador, Cloud Captain and Hong Kong Student Community Lead.
Skills
Illustration of skills developed throughout my career as both a student and a working professional.
Resume
Innovative and deadline-driven full-stack developer with 1.5+ years of experience designing and developing user-centered digital services from initial concept to final, polished deliverable.
Summary
Sidharth Sreekumar
An architect and full-stack developer well-versed in architecture design, middleware and api scripting with an interest in cloud computing, data analytics and financial services.
- Hong Kong SAR
- +852 5576 3918
- [email protected]
Education
bachelors in computer science & management
Expected Grad. 2026
The Hong Kong Polytechnic University, Hong Kong SAR
An honors course on Computer Science with a minor in management. Grade: Dean's Honors List | Academic Full-Ride Scholarship
Research
KV Cache Compression
Summer - 2025
The Hong Kong Polytechnic University, HONG KONG
- Researching performance efficiency of LLMs after compression of cached parameters within the GPU architecture
- Potential to run higher performing models on smaller GPUs
Full Resume
Professional Experience
Analyst - Transformation
Jan 2025 - Present
HSBC, HONG KONG
- Delivered a total of 8 projects from ideation to completion across digital products, compliance and financial governance
- Rotated between personal and private banking projects as an intern, delivering 2 new digital prods: HSBC easy Credit Card | HSBC Premier Elite Debit Card
- Created new systems to automate departmental resource planning, and tracking of financials within the Hong Kong Lending Streams
Middleware Architect Intern
Summer - 2024
Jio Platforms Limited, Mumbai, INDIA
- Developed APIs serving as real-time pipelines for low latency data transmission in production releases
- Created a search engine to abstract deployed compute servers for their new cloud platform - JECS
Cloud Ambassador | Community
2023 - Present
Amazon Web Services, Hong Kong
- Active student community builder within the Hong Kong region since 2023
- Helped host several large-scale tech conferences including the AWS Summit (HK), PyCon and the AWS University AWSome Day
Portfolio
Below are some of my projects that I have worked on in the past / striving to complete in the near future. Do feel free to reach out if you'd like to collaborate ! I'm always open to fresh ideas and perspectives to better my existing plans.
- All
- Projects
- Career
- Volunteering
- Research
Research | Stock Price Prediction with MVO x LSTM
Attempting to make a successful stock price prediction model by combining the existing Mean Variance Optimization model (MVO) with a Long Short-Term Memory model (LSTM) to retain historial releations between stock prices for consistent and accurate predictions.