About

Hi, I’m Okram Jimmy, a computer engineering graduate with over 3 years of professional experience in AI/ML, data engineering, and full-stack web development. I specialize in building scalable solutions, deploying machine learning models, and developing dynamic applications using modern technologies.

Professional Experience

• Assistant Project Engineer, CLST, IIT Guwahati
  Currently leading the development of an AI-assisted legal translation system for judgments. My work includes fine-tuning large language models (LLMs), deploying machine learning models, and integrating them into full-stack web applications using technologies like ReactJS, Next.js, MongoDB, and FastAPI.

• Project Associate - I, OSINT Lab, IIT Guwahati
  Contributed to large-scale social media analytics platforms, focusing on sentiment analysis, real-time data processing with PySpark, Apache Kafka, and Elasticsearch, and full-stack web development using Laravel.

Skills

• Machine Learning & AI: Expertise in NLP, model deployment, fine-tuning LLMs, named entity recognition (NER), sentiment analysis, Retrieval-Augmented Generation (RAG), and Agent AI development.
• Data Engineering: Skilled in Apache Kafka, Apache Airflow, RabbitMQ, PySpark, Spark Streaming, Cassandra, and Elasticsearch for processing and analyzing real-time data streams.
• Web Development: Proficient in Next.js, ReactJS, FastAPI, Laravel, and HTML/CSS for building scalable, responsive web applications.
• Big Data: Hands-on experience with Hadoop, HDFS, Apache Airflow, and tools for managing and processing massive datasets.
• Cloud Services: Working knowledge of AWS for cloud deployment, storage, and server management.
• Database Management: Expertise in SQL, NoSQL, Redis, MongoDB, PostgreSQL, and Cassandra for high-performance, distributed database solutions.
• Programming: Strong proficiency in Python, JavaScript (including TypeScript), and shell scripting for automation and application development.
• Deployment & DevOps: On-premise model deployment, containerization with Docker, and CI/CD workflows for efficient development cycles.
• Messaging & Queueing: Experience with RabbitMQ and Redis for reliable messaging, task queuing, and distributed systems.
• Data Analytics: Skilled in web scraping, sentiment analysis, and integrating large-scale data streams into actionable insights.

Education

• B.Tech in Computer Engineering – Mizoram University (2020)
• Manipur Public School
• Catholic School Canchipur

Notable Projects

• Smart Irrigation System using IoT: Developed an IoT-based irrigation system that integrates sensors for soil moisture monitoring and automated water control.
• Vishleshakee 2 (Funded by Ministry of Electronics and Information Technology Govt. of India): Contributed to a social media analytics platform using big data tools for real-time sentiment analysis and insights generation for National Security.
• AI-Driven Legal Translation System for Indian Judiciary (Funded by Guwahati High Court): Designed and deployed an AI-powered system to translate legal judgments, utilizing NLP and fine-tuned LLMs for improved accuracy and efficiency.
• Dynamic Word Document Editor: Built a React-based web editor supporting seamless editing, formatting, and real-time preview, integrated with a FastAPI backend for document processing.
• RAG-Based Information Retrieval System: Implemented a Retrieval-Augmented Generation (RAG) pipeline to enhance search and retrieval accuracy using fine-tuned LLMs and Elasticsearch.
• Real-Time Data Processing with Apache Kafka: Developed a scalable pipeline for processing large-scale data streams using PySpark, Kafka, and Cassandra, integrated with a dashboard for actionable insights.
• Personalized News Aggregator: Created a full-stack application leveraging NLP and sentiment analysis to deliver personalized news recommendations based on user preferences.
• IoT Energy Monitoring System: Designed and implemented a smart energy monitoring system to track and analyze electricity consumption, with cloud integration for remote monitoring.

Publications

• English-Manipuri Cross-Lingual Embedding: A Preliminary Study (IEEE)

Personal Goals

Through this blog, I aim to share insights from my work in AI/ML, data engineering, and web development. I hope to inspire and help others in the tech community by documenting challenges, solutions, and innovative ideas.

Feel free to connect with me on GitHub or reach out via email for collaboration opportunities!