
Ramya M
@ramyamohan
I build AI-augmented full-stack interfaces with Python, Firebase, React, and generative AI tools.
What I'm looking for
I'm recently built production-ready interfaces at Cortex Catalyst, where I created end-to-end authentication and home-page flows with Firebase, connected Firestore data to dashboards, and used Bolt.new and Vercel v0 to speed up React UI development by about 40%.
I've also refactored a legacy web application into a responsive restaurant theme and previously supported sports performance analytics through highly accurate video-event tagging. My Information Science background includes Python, data logic, image retrieval with Gaussian Mixture Models, and ongoing learning in LLM engineering, RAG, QLoRA, and agent development.
Experience
Work history, roles, and key accomplishments
Software Development Intern
Cortex Catalyst
Jun 2025 - Jan 2026 (7 months)
Leveraging AI-first development tools to rapidly prototype and build production-ready front-end interfaces. Implemented full-stack features including authentication and real-time database integration.
Web Development Intern
Search N Score Solutions Pvt. Ltd.
May 2024 - Nov 2024 (6 months)
Completed intensive training on web development fundamentals and Python scripting. Refactored a legacy single-page application into a responsive restaurant theme using CSS Grid and DOM manipulation.
Independent Competitive Exam Aspirant
Self-Preparation
Dec 2015 - Nov 2022 (6 years 11 months)
Dedicated period of intensive preparation for India's National Civil Services (UPSC) and Banking Sector examinations. Developed high-level logical reasoning, quantitative aptitude, and data interpretation skills.
Data Analyst
Sandcube Analytics Pvt. Ltd.
Jan 2015 - Dec 2016 (1 year 11 months)
Analyzed and indexed 20+ hours of high-definition sports video content weekly for a US-based client base. Identified and tagged critical game events with 99% accuracy to support performance analytics.
Education
Degrees, certifications, and relevant coursework
Udemy
AI Engineer Core Track, Artificial Intelligence
Focused training on LLM Engineering, RAG, QLoRA, and Agent Development as part of the AI Engineer Core Track.
Udemy
Generative AI Specialization, Generative AI
Comprehensive study covering Agentic AI, Generative AI, and Reinforcement Learning concepts.
Udemy
Core Python and Automation, Computer Science
Core Python and Automation training including 100 Days of Code and Selenium WebDriver with Java.
Visvesvaraya Technological University
Bachelor of Engineering, Information Science and Engineering
2011 - 2015
Grade: 72%
Activities and societies: Key academic project: Content-Based Image Retrieval System using Gaussian Mixture Model (GMM) with MATLAB.
Pursued a Bachelor of Engineering in Information Science and Engineering, achieving an aggregate of 72% with First Class with Distinction.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Salary expectations
Job categories
Skills
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