Machine Learning Engineer
Location : Goa, India
Experience : 5 Year
Rate: $12 / Hourly
Availability : Immediate
Work From : Offsite
Category : Information Technology & Services
Work Experience
Machine Learning Software Engineer| IDEAS (Int’l Data Engineering and Science Association)Jan 2023 -
Present| Los Angeles, USA (Remote)
• Led development of ’Decentralized AI Platform’ for Federated Learning, reducing training time by 40% and
improving model accuracy by 70%.
• Architected a scalable communication infrastructure using MQTT, enhancing operational efficiency and privacy.
• Developed ”Crypto Trading Chatbot LLM App” using RAG technique, improving model accuracy by 25%.
• Engineered and deployed Full Stack Generative AI application on AWS, utilizing LLM, Node.js, MongoDB,
React, TypeScript, and Redux Toolkit.
Associate Engineer| VelocisMar 2022 - Apr 2023| Goa, India
• Managed network systems design, configuration, and troubleshooting, minimizing downtime.
Web Developer Intern| HexcoderzJun 2018 - Aug 2018| Goa, India
• Developed web applications using HTML, CSS, JavaScript, MySQL, and PHP.
• Translated Figma design mockups into responsive webpages.
Publications
•Enhancing Scalability and Reliability in Semi-Decentralized Federated Learning With Blockchain
| IEEE UEMCON 2023 |Oct 2023|Read Paper
•Blockchain-based Federated Learning: Incentivizing Data Sharing and Penalizing Dishonest Be-
havior
| BLOCKCHAIN’23 |
Jul 2023
|
Read Paper
Skills
ProgrammingPython, Solidity, JavaScript, TypeScript
AI & Machine LearningScikit-learn, TensorFlow, PyTorch, NLP, GAN, OpenCV
DevOpsGit, AWS, Docker, Kubernetes
Generative AILLM, GPT, RAG, Pinecone
BlockchainSolidity, Web3js, Smart Contracts, IPFS
DatabasesMySQL, MongoDB, PostgreSQL
Web DevelopmentReact, Node.js, HTML, CSS, Flask, Django
OtherTableau, Unity Game Engine
Projects
FeedStocks Chat Bot LLM App:
• Specializes in answering FeedStocks-related queries on European Union regulation.
• Developed using OpenAI Assistant Model, React, Typescript, Nodejs, MongoDB, React, and Redux Toolkit.
Cryptocurrency Analysis and Trading LLM App:
• Provides insights and recommendations for cryptocurrency analysis and trading.
• Utilizes Langchain, LLM, OpenAI API, and Streamlit.
Decentralized Supply Chain Management:
• Leverages blockchain technology for supply chain optimization.
• Developed using Solidity, React, and Web3.
Next Word Prediction using LSTM Model:
• Predicts the next word in a text sequence using LSTM.
• Integrated into applications for user typing efficiency.
1
Faijan
Education
Computer Engineering, Father Agnel Technical ComplexApr 2018 - Aug 2020
Computer Technology, Guardian Angel Higher Secondary SchoolMar 2016 - Mar 2018
Courses
Data Science Bootcamp, SimplilearnApr 2022 - Jan 2023
Volunteer Experience
Generative AI Mentor, Data Application Lab, Los Angeles, USAOct 2023
Blockchain Mentor (Volunteer), LA Hacks 2023, Los Angeles, USAApr 2023
AI/Web3 Hackathon
Soonami Venturethon, Berlin, GermanyDec 2023(Winner)
•Project:FeedstockPlus - A platform connecting Bioenergy stakeholders.
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