Rameshwar Katoch
Open to work0 years experienceComputer Science Engineering student
Computer Science Engineering student with experience in backend development and AI-powered applications.
Standing Rank
Rank Not Available
Developer Badges
Badges Pending
Skills & Technologies
36 skillsWork Experience
Work Experience Not Populated
Professional job history, career timeline, and previous industry roles will show here once linked or added.
Projects
Green Bloom — E-Commerce Plant Delivery Platform
- Developed a full-stack e-commerce web application for plant purchasing and delivery with product browsing, cart management, and order placement features.
- Designed a relational MySQL database to manage users, inventory, and order transactions, ensuring data consistency through database normalization.
- Integrated SQLAlchemy ORM with Flask to perform secure database operations and implement user authentication, product management, and order processing workflows.
Real-Time Emotion Recognition System
- Trained a CNN on 12,000+ RAF-DB facial images, achieving 82%+ validation accuracy with custom noise-reduction preprocessing filters.
- Mitigated class imbalance via targeted data augmentation strategies, boosting minority-class recognition accuracy by 15%.
- Deployed real-time inference at 30 FPS using an OpenCV video pipeline; profiled model performance through confusion matrices to guide architecture refinements.
Multi-Agent Research and Web Search System
- Orchestrated a multi-agent AI system with LangChain that decomposes complex research tasks, runs parallel web searches, and aggregates results dynamically across specialised agents.
- Integrated Grok API for cloud inference alongside Ollama for local LLM execution, enabling a seamless hybrid on-line/offline operational mode.
- Built a modular tool-use layer allowing autonomous agents to select and chain search, summarisation, and reasoning tools dynamically based on specific query contexts.
- Implemented structured inter-agent communication protocols to support reliable, multi-hop reasoning for in-depth data aggregation.
Leaderboard Standings
Leaderboard Position Pending
Global test scores, peer standing percentiles, and algorithm leaderboard ranks are updated dynamically.
Assessment Highlights
Assessments Not Completed
Coding evaluations, system assessment results, and conceptual score badges will appear here after taking a test.
AI Collaboration Score
AI Collaboration Score Pending
Developer coding behavior, assistant cooperation, and AI pair-programming indicators are evaluated during live coding sessions.
Role Compatibility Profile
Role Compatibility Analysis Pending
Custom matching reports, candidate role compatibility percentiles, and core engineer strength profiles are processed once conceptual code screenings are complete.
Achievements
AWS Certified Solutions Architect – Associate
AWS Certified Solutions Architect – Associate: Currently pursuing; specialising in highly available and fault-tolerant cloud infrastructure design on AWS.
Deloitte Australia Data Analytics Job Simulation
Completed practical modules on data modelling and business insight storytelling; delivered client-ready dashboards using Tableau.
Algorithmic Problem Solving
Practised SQL window functions, CTEs, complex JOINs, and DSA patterns (arrays, two pointers, hash maps) on LeetCode and StrataScratch.
About Details
Professional Bio
Final-year Computer Science Engineering student with experience in backend development, database design, and AI-powered applications. Skilled in Python, SQL, Flask, and MySQL, with hands-on project experience in machine learning, computer vision, and multi-agent AI systems.
Bachelor of Engineering in Computer Science
Shoolini University (2022 - 2026)