Aditya Prabakaran
Software Engineer & CS Student
Computing student at Imperial College London with experience in full-stack development, artificial intelligence, and quantitative analysis. Passionate about solving complex problems with elegant solutions.
Work Experience
CTO
StealthAI
- Created web-application to chat with LLM agents to collate data for lawyers easily to assist with consultation. Solved a major problem that 68% of surveyed paralegals encountered.
- Full-stack development of website and backend using React and Python respectively.
- Utilised latest research papers to build system, resulting in reduced hallucination and more accurate questions asked to users, grounded in proven knowledge.
- Used Knowledge Augmented Generation, a newer generation of Retrieval Augmented Generation.
Machine Learning Developer
Trajex
- Successful deployment of LLama3.2-7b-Instruct resulting in a 12% reduction in latency and 20% in cost for OpenAI API calls.
- Leadership in core development of flagship product, ensuring they meet user needs and expectations.
- Strong product design and iteration skills, informed by feedback from stakeholders.
- Experience in effective pitching and communication towards investors, resulting in onboarding of K3 Capital Group as a client.
Machine Learning Engineer (Contractor)
Altus Reach
- Developed a machine learning algorithm with a team of 3 that improved predictive accuracy by 19% in video saliency detection.
- Worked with team to deploy a cloud-based infrastructure that supports our flagship product. (Microsoft Azure)
- Engaged in full-stack development to improve the appearance of company website and its functionality. (JavaScript, TypeScript, React, NextJS)
Education
Imperial College London
2022 - PresentMEng in Computing (Computer Science)
GPA: First Class Honors
- Specializations in Artificial Intelligence and Computer Science
- Relevant coursework: Machine Learning, Algorithms, Data Structures, Computer Architecture
NPS International School
2011 - 2021IGCSE and IB
GPA: Grade 12
Projects
Auto-trade: An automatic stock and fund recommender
Currently pursuing an individual project in quantitative analysis and algorithmic trading...
ReactNode.jsMongoDBExpress
Task Manager
Collaborated with a team at Imperial College London to develop a GUI task manager...
CC++
SwyftGesture: A visual way to interact with your computer
Built a unique app, SwyftGesture, that enabled users to control their computer's mouse and volume...
PythonOpenCVComputer VisionMediapipe
Finance Assistant
Multi-agent LLM application for financial advice.
NextJSTypeScriptPython
Skills
Programming Languages
TypeScriptJavaScriptPythonJavaC/C++KotlinHaskellSQL
Web Technologies
ReactNext.jsNode.jsHTML/CSSTailwind CSSExpressREST APIs
Tools & Platforms
GitGitHubVS CodeDockerAWSFirebaseMongoDBPostgreSQL
Soft Skills
Problem SolvingProject ManagementTeam LeadershipCommunicationAgile Methodologies