Lucy
Tran

Average Review

0.00

Reputation

27

Finished gigs

0

Finished jobs

0

Website

lucydev.netlify.app

Country

Not specified

Skills

Web, Mobile & Software Dev

Blockchain & Crypto

Exchange development

Back End Developer

Web Programming

E-Commerce Development

Data Science & Analytics

Web Application

Website Builders & CMS

API Integration Specialist

Software Engineering

Data Processing

Cloud Computing

Distributed Systems

Specialization

AI ML | Algorithmic Trading Bot Dev | Full-stack Developer

Hourly rate

$40/hr

Preferred payment options

USDT

AUDT

USDC

DAI

USDT

USDC

BNB

BUSD

DAI

USDC

DAI

USDT

USDC

USDT

USDC

USDT

USDC

About me

🚀 Algorithmic Trading & Full Stack Developer I specialize in crafting AI-powered trading bots and full-stack solutions tailored to your strategies. Proficient in Python, Java, React, and FastAPI, I develop systems for crypto, stocks, and forex markets. My expertise includes: Trading Bots: Custom strategies (arbitrage, scalping, market-making), risk management, and technical indicators (EMA, RSI, MACD). AI/ML Integration: Predictive models using LSTM, XGBoost, and NLP for sentiment analysis. API & Data Integration: Real-time data processing with WebSockets, RESTful APIs, and platforms like Binance, Coinbase, and Kraken. Full Stack Development: Scalable applications using React, Django, Spring Boot, and deployment on AWS, Google Cloud. Let's transform your trading ideas into efficient, automated systems. Message me for a free consultation!

https://www.linkedin.com/in/lucytranai/

Work experience

Upwork

April 2025 – June 2025

Job title

Trading Bot Full-stack Developer

Work experience & achievements

Developed a custom trading bot platform featuring a visual strategy builder using Blockly. Designed full-stack architecture with React (Vite, Zustand, TanStack Query, Mantine UI) frontend and FastAPI backend, powered by PostgreSQL (asyncpg). Integrated Binance USDⓈ-M Futures via REST/WebSocket APIs for real-time trading. Engineered an event-driven execution engine with async Python for live data handling, strategy execution, and Hedge Mode support. Implemented secure JWT auth and encrypted API key storage. Ensured robustness with intelligent retry logic, WebSocket reconnections, and fail-safe task isolation. Delivered scalable, real-time trading automation with visual strategy control.

Upwork

May 2025 – June 2025

Job title

Trading Bot Full-stack Developer

Work experience & achievements

Refactored a Bybit trading bot for real-time SL/TP execution, reliability, and crash recovery. Redesigned architecture with FastAPI, PostgreSQL, and async WebSockets for persistent state and low-latency performance. Implemented robust backend services for trade signal ingestion, real-time price checks, and trading logic. Used Bybit V5 WebSocket streams for tickers, positions, and executions. Migrated in-memory state to PostgreSQL for persistent tracking. Built frontend with React, Vite, Zustand, and Mantine UI. Enhanced SL/TP execution speed via live data and async task orchestration. Ensured stability with reconnect logic, API contracts, and atomic DB ops.

Upwork

February 2025 – March 2025

Job title

Stock analysis - AI ML - Full-stack Developer

Work experience & achievements

Developed an AI-powered stock analysis system for multi-day forecasting, Big Player detection, and day trading signal generation. Built Transformer-based models for 10-day price predictions using multi-task learning. Integrated news sentiment via spaCy/NLTK for market mood analysis. Designed algorithms combining TA, BP activity, and AI outputs to generate adaptive trading signals. Engineered data pipelines with yfinance, TA-Lib, and SQLite, and visualized insights via Streamlit. Ensured model generalizability across stocks using robust feature engineering and rigorous backtesting. Optimized for real-time execution and low-latency analysis.

Freelance

November 2024 – December 2024

Job title

Trading Bot Full-stack Developer

Work experience & achievements

Built an automated swing trading bot for Solana (SOL) on MEXC. Developed two versions: "Venus" (rule-based strategy using RSI, MACD, candlestick patterns) and "Orion" (AI-enhanced using OpenAI API for market prediction). Implemented real-time data acquisition, technical analysis, and automated trade execution via MEXC API. Added robust error handling, retry logic, and rate limit management. Explored trading under high volatility, refined order logic for improved execution. Gained hands-on experience with crypto market dynamics, technical indicators, and multi-API integration. Laid groundwork for future AI-driven trading enhancements.

NTTDATA

March 2021 – June 2022

Job title

Full-stack Developer

Work experience & achievements

Contributed to a charging station management system at NTT DATA as a full-stack developer using Java (JAX-RS, Hibernate) and AngularJS. Implemented the OCPP protocol to standardize communication between charging stations and the backend. Developed RESTful APIs, background services, and real-time UI components. Wrote automated tests to ensure system reliability. Deployed services via Kubernetes, integrated Kafka for messaging, and used Elasticsearch for log/query performance. Gained strong experience in full-stack development, OCPP protocol, and CI/CD pipelines with GitLab for enterprise-scale EV infrastructure management.

SMA

August 2022 – August 2024

Job title

Full-stack Developer

Work experience & achievements

Worked with Quest to build database monitoring tools for Foglight. Developed Angular-based dashboards and Java backend APIs to monitor AWS DocumentDB, SAP HANA, and MongoDB Atlas. Set up multi-host DocumentDB and SAP HANA (scale-out, system replication) on AWS. Created real-time visualizations of DB performance metrics. Integrated APIs for real-time data flow between frontend and backend. Automated DB management with AWS Lambda (e.g., scheduled start/stop). Gained strong experience in full-stack monitoring tool development, multi-DB architecture, AWS automation, and scalable UI design for complex data systems.

Outliner

December 2024 – March 2025

Job title

AI Tutor

Work experience & achievements

Reviewed and ranked AI-generated code to improve performance in both Vietnamese and English. Created and answered coding questions to train models on problem-solving and technical accuracy. Assessed and refined AI responses for clarity, correctness, and effectiveness. Ensured bilingual accuracy, resolving linguistic nuances across both languages. Validated assessments and corrected final answers to uphold training quality. Gained hands-on experience in prompt engineering, AI evaluation, and cross-language QA, contributing to the development of reliable AI coding assistants.

Freelance

November 2024 – December 2024

Job title

AI ML Python Developer

Work experience & achievements

Created an AI-powered system to generate anime-style videos from narrated transcripts. Selected and tested pre-trained models to generate short visual clips, then applied cinematic techniques (panning, zooming, tilting) to extend them into 2-minute cohesive videos. Edited and synchronized scenes with narration, enhanced resolution from low-quality GIFs to HD/4K using AI upscaling tools. Addressed common AI video generation limits and built an efficient workflow combining AI outputs with traditional editing. Gained expertise in AI video generation, upscaling, and dynamic scene composition.

Freelance

February 2025 – March 2025

Job title

AI ML Full-stack Developer

Work experience & achievements

Built a palmprint recognition system using self-supervised learning (SimCLR-inspired) to tackle limited labeled data. Used ResNet-18 pretrained on ImageNet and fine-tuned with NT-Xent loss for robust feature extraction. Applied OpenCV-based preprocessing to enhance image quality and consistency. Developed a real-time Streamlit UI for demo and testing. Experimented with contrastive augmentations to learn invariant palmprint features. Achieved promising results in matching palmprints, demonstrating the viability of contrastive learning in biometric systems. Gained hands-on experience in contrastive learning and computer vision for authentication.

TicketWindow

October 2024 – December 2024

Job title

AI Researcher

Work experience & achievements

Developed an AI solution to automate seat detection and counting from venue maps for TicketWindow.ca. Researched and selected pre-trained object detection models optimized for diverse map layouts. Used OpenCV and computer vision techniques to process images and accurately identify seats by row and section. Addressed variations in venue map styles with targeted data augmentation. Delivered a functional prototype capable of real-world application. Gained experience in applying object detection models to practical problems and optimizing them for industry-specific use cases.

Viettel

March 2020 – March 2021

Job title

Java Developer

Work experience & achievements

Contributed to an AI-powered network security system for government use. Built REST APIs using Java and Spring, integrated data processing with Elasticsearch, and containerized services via Docker. Handled large-scale network security data with optimized indexing and querying strategies. Collaborated with AI and crawler teams to enhance system performance and stability. Conducted manual testing for reliability and quality assurance. Gained experience in Elasticsearch, Docker, and cross-team development for complex, security-critical infrastructure.

Topica

August 2019 – March 2020

Job title

Full-stack Developer

Work experience & achievements

Maintained and enhanced Edumall’s LMS and marketing system using Node.js, Ruby on Rails, and React.js. Developed a real-time feature to track speaking/listening status of teachers and students during live classes, improving engagement analytics. Worked across a diverse tech stack and collaborated with cross-functional teams. Strengthened full-stack development skills while contributing to performance improvements and feature updates in a high-traffic edtech platform.

Education

Lambton Colledge

Graduation year: 2025

Level of study

PGCE

Major / Field of study

AI and Machine Learning

HN University of Science & Technology

Graduation year: 2020

Level of study

Bachelor

Major / Field of study

Robotics Automation

0

(0)

You will get Algorithmic Trading Bot Development

Blockchain & Crypto

$35

$35/hr