11/10/2026 updated

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Computer and Data Engineer | AI, Blockchain & Cybersecurity Specialist

Hong Kong
Only remote
B.Eng. Computer and Data Engineering, City University of Hong Kong, First Class Honours & Cum Laude, GPA 3.73/4.3
Hong Kong
Only remote
B.Eng. Computer and Data Engineering, City University of Hong Kong, First Class Honours & Cum Laude, GPA 3.73/4.3

Profile attachments

AasthaHarneResume.pdf

AI AgentsComputational Science and EngineeringPython (Programming Language)Machine LearningBlockchainTensorFlowSmart ContractsMulti-Agent SystemsDeep LearningEthereumSolidity
Artificial Intelligence & Machine Learning
Development of high-accuracy prediction models using deep learning, TensorFlow, Scikit-learn, and multimodal ensemble methods, including a 94.19% accurate Alzheimer's stage classification system and AI-driven platforms for healthcare and education.

Blockchain Engineering
Design and deployment of Ethereum-based systems including smart contracts in Solidity, ERC-3654 RWA tokenization, real-time multi-network monitoring, and parallel transaction execution simulators for blockchain research.

Cybersecurity & IT Security
Building and testing security systems using Rust-based log parsing, IOC and GeoIP filtering with OpenSearch, Logstash, and Elasticsearch, as well as RFID-based access control, motion detection, and real-time monitoring solutions.

Full-Stack Web Development
Development of full-stack applications using React, Next.js, Flask, FastAPI, SpringBoot, HTML, CSS, JavaScript, and MongoDB, including end-to-end testing pipelines and production-ready deployments.

Data Engineering & Multi-Omics Pipelines
Construction of end-to-end multi-omics pipelines using Python, NumPy, Pandas, and survival analysis methods, with rigorous preprocessing, feature extraction, and validation for biomedical research.

Cloud & DevOps
Experience with AWS, Docker, CI/CD pipelines, Git version control, BitBucket, and zero-downtime deployment strategies for blockchain and web applications.

Python & Java Programming
Extensive use of Python for AI, data engineering, and blockchain projects, as well as Java and C/C++ for system-level and application development.

API Development & Microservices
Design and implementation of REST APIs, FastAPI services, microservices architectures, and integration with Google Workspace API and OAuth2 for enterprise-grade applications.

LLM & Multi-Agent Systems
Building multi-agent research systems with hybrid memory, token/cost constraints, query decomposition, retrieval, synthesis, and graceful degradation under memory limits using LLM APIs and TypeScript.

Languages

EnglishNative speaker

Project history

Project - Parallel Transaction Execution Simulator

Personal / Research
Ethereum-inspired research simulator evaluating sequential vs parallel transaction execution under varying workloads, dependency ratios, and worker counts. Designed multiple scheduling strategies and measured speedup, efficiency, and correctness against a sequential baseline. Tech: Python, FastAPI, SQLite, Dependency Analysis, Parallel Scheduling.

Project - Ethereum Multi-Network Tracker & Reorg Monitor

Personal / Research
Real-time monitoring system for Ethereum mainnet and Kurtosis testnet that captures blocks, transactions, and consensus events. Includes re-org detection and a comparison dashboard to support empirical analysis of network behavior and ongoing research into PBS/PoS attack surfaces. Tech: Python, Web3.py, WebSockets, SQLite, FastAPI.

Project - Deep Research Agent: Memory-Constrained Multi-Agent System

Personal / Research
Multi-agent research system with hybrid memory and token/cost constraints. Features query decomposition, retrieval, synthesis, and graceful degradation under memory limits. Full-stack FastAPI and React dashboard supporting multiple LLMs. Tech: Python, FastAPI, React, TypeScript, LLM APIs.

Blockchain Engineer

Indian Institute of Technology
Built parallel vs sequential transaction execution simulator with configurable workloads and comparison dashboard (Ethereum-inspired research prototype). Developed Ethereum mainnet and Kurtosis testnet tracker with DB storage, block viewer, and real-time re-org detection. Researching PBS/PoS systems in Ethereum and simulating attacks on testnet to validate claims from target research paper.

Web 3 Technology Associate Officer

JM Enigma Capital Limited
Built human-mimetic Python trading bots for DEX with behavioral heuristics to cut latency and slippage. Led full blockchain stack including wallets, CI/CD, and deployment with zero-downtime releases. Developed and deployed ERC-3654 RWA smart contracts in Solidity for secure DeFi tokenization.

IT Intern

Envirocare Labs Pvt Ltd
Engineered AI-driven interview platform using React and Flask with gaze, speech, and behavior analytics. Built an end-to-end testing module for recruitment digitalization using NextJS and MongoDB with complete user and API testing pipelines.

Project - Integrating Multi-Omics and Survival Analysis for Alzheimer's Risk Prediction

City University of Hong Kong
Developed a multimodal ensemble model combining imaging, clinical, and multi-omics data to classify Alzheimer's stages (94.19% accuracy) and predict disease progression (C-index 0.76/0.87). Integrated protein interaction features from STRING to enhance biological interpretability and model robustness. Tech: Python, TensorFlow, Scikit-learn, Cox PH, Survival Analysis, Multi-omics.

Project - Personalized Learning Assistant

Mindure.ai
Designed an AI-powered system that adapts educational content to individual learning styles using neural networks. Built a full-stack web platform delivering tailored course recommendations and interactive learning tools. Tech: Python, JavaScript, Neural Networks, Full-stack Web Development.

Visiting Researcher

University of Sydney, Australia
Developed probability-calibrated multimodal ensemble (TensorFlow, Scikit-learn, Cox PH) on ADNI, achieving 94.19% Alzheimer's stage accuracy and C-indices of 0.76/0.87 for progression. Built end-to-end multi-omics pipeline (Python, NumPy, Pandas, survival analysis) with rigorous preprocessing, feature extraction, and validation; manuscript in preparation.

Research Assistant

City University of Hong Kong
Used deep learning for object detection in complex scenes, focusing on vehicles and pedestrians. Trained YOLOPose with positive/negative samples for robust detection.

Project - Security System Developer

University Server Room Security System
Implemented real-time monitoring with DHT22, MQ2, and ACS712 sensors. Enhanced security with RFID-based access control and motion detection, logging personnel movements. Developed a remote management website for real-time alerts and data analytics. Tech: DHT22, MQ2, ACS712, RFID, Motion Sensors, Web Dashboard.

IT Security Specialist Trainee

eWalker Consulting (HK) Limited
Built and tested Rust-based log parsing and filtering with IOC and GeoIP for cybersecurity using OpenSearch, Logstash, and Elasticsearch. Automated data management and merging using Google Workspace API, Python, and OAuth2. Enhanced Timesheep UI and developed full-stack features with HTML, CSS, JavaScript, and PHP.

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