Sharvinteraan Mogan

Bachelor of Computer Science (Software Engineering) With Honours

Fab 2021 - Jan 2024

Universiti Malaysia Pahang, Pekan, Pahang

CPA of 3.74

Diploma in Computer Science

Jun 2018 - Feb 2021

Universiti Malaysia Pahang, Pekan, Pahang

CPA of 3.72

Technology Intern

Aug 2023 - Jan 2024 (6 months)

Deloitte Consulting, Kuala Lumpur, Malaysia

• Developed Identity and Access Management (IAM) using Spring Boot, Keycloak for authentication, and PostgreSQL, creation of secure and efficient APIs.
• Developed backend for the Web Authentication using Springboot Security and APIs.
• Recommended and consulted with higher management on the most appropriate IAM software to be integrated
• Skills: React.js, Spring Boot, PostgreSQL, Git, Docker, Keyclock, Microservices & DevOps

Software Developer

Sept 2020 - Feb 2021 (6 months)

VR HUB Melaka, Malaysia

• I was instrumental in developing a website with interactive games and lessons to educate children on the burgeoning field of artificial intelligence.
• I was also in charge of creating virtual reality websites and handling and setting up the VIVE VR headset and sensors.
• I also learned to communicate with customers and marketing techniques which made the company achieve their sales target.
• Skills: Python, HTML, CSS, PHP, JavaScript, A-Frame (Virtual Reality Framework), Tableau & WordPress

AI Engineer

May 2024 - Present

Userdata Sdn Bhd, Kuala Lumpur, Malaysia

• Deployed and managed on-premises LLM servers optimized for NC A100 v4-series GPUs using the Transformers framework for high-performance operations.
• Worked with LLM wrappers like LMDeploy, vLLM, SGLang, and Ollama for seamless integration and model deployment.
• Expert in model weight quantization (Float16 to INT4/INT8) using AWQ and SmoothQuant, reducing memory usage and improving inference speed.
• Designed and optimized application workflows utilizing LLM capabilities to enhance user experience and streamline business processes.
• Developed and deployed LLM-based agents for document extraction, OCR, NLP, and chatbots, improving automation and user interaction.
• Implemented Retrieval-Augmented Generation (RAG) and hybrid search mechanisms (semantic, keyword search, and reranking) using ColBERT and Nomic Embed.
• Created scalable backend services with FastAPI and integrated efficient ETL pipelines for seamless data processing and storage.
• Deployed and fine-tuned over 20 LLM models (LLaMA, Mixtral, InternLM, Qwen, Gemma, Phi-3-mini), optimizing them for faster inference and GPU efficiency.
• Collaborated with cross-functional teams to provide data-driven solutions, leveraging machine learning for business and technical challenges.
• Implemented RabbitMQ’s priority queuing system for handling concurrent LLM agent requests and designing intent identification and SQL query generation powered by LLMs.
• Skills: GPT-4, Generative AI, Large Language Models (LLM), Hugging Face, OCR, RAG, Transformers, ML, Azure GPU VM, FastAPI, RabbitMQ, Docker

Full Stack Developer

December 2023 - December 2024

Chatcoach.ai, Selangor, Malaysia

• Lead in the design, development, and implementation of the AI-powered training & coaching website.
• Upgrade current application flaws and designs to meet the system's goals.
• Built User Onboarding, Dashboards & AI Audio-Visual Assessments
• Building AI-powered Training Needs Analysis (TNA) & Generative AI Content Creation
• Skills: Django, GPT-4, Generative AI, GPT-4, Large Language Models (LLM), AWS Service (S3, EC2, Transcribe, Route 53), NGINX & PostgreSQL

Lead Developer

May 2022 - Mar 2023

Solana Web3 Community · Freelance

• I developed few gamified Discord bot in Python using Discord.py library.
• I have also integrated with third-party Web3 payment API and MongoDB database.
• I also developed complete Web3 NFT minting website from creating and uploading image and metadata to Arweave, configuration of Candy Machine, Candy Machine Deployment, deployment verification and finally NFT minting.
• Skills: Web3, TypeScript, Non-Fungible Tokens (NFTs), Discord.py, MongoDB, AWS Service (S3, EC2) & Payment API

Data Engineer

Dec 2021 - Feb 2022

Department of Statistics Malaysia (DOSM) · Freelance

• Data Cleaning, Formatting and Transformation of multiple excel files and sheets.
• Data Analysis using Pandas, NumPy, SciPy, Matplotlib, TensorFlow and Tableau.
• Data Integration of multiple datasets and importing and exporting data to and from different formats.
• Data Automation for data management processes.
• Skills: Python, Flask, Matplotlib, TensorFlow, & Tableau

Data Engineer

Sept 2021 - Nov 2021

Voice of Data · Freelance

• I worked as a freelance Data Engineer and was in charge of web scrapping, data analysis, and sentiment analysis of available data, sharing the results on a dedicated Facebook page for the public.
• Skills: Python, Selenium, Tableau & Google Data Studio

Software Developer

Jun 2021 - Aug 2021

Advert-I · Part-time

• I assisted in the development of an AI advertisement bot that uses a face recognition feature to display ads using a deep learning and computer vision approach (Multi-Task Cascaded Convolutional Neural Networks).
• I also assigned to meet with clients and gather requirements using the Software Development Life Cycle.
• Skills: Deep Learning, MTCNN, Keras, Computer Vision & Python (Django & Flask)