RAMCHAND SEVAIWAR
Open to work0 years experienceAI Engineer
AI Engineer | LLMs, Agentic AI & RAG Systems
Standing Rank
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Developer Badges
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Skills & Technologies
36 skillsWork Experience
Software Development Intern
RID Bharat Private Limited
- Deployed AI-powered applications using FastAPI and Streamlit for interactive user experiences.
- Optimized database schemas and SQL queries to improve application performance and scalability.
- Collaborated with Agile teams using Git and GitHub, contributing to testing, debugging, and deployment.
- Supported the full software development lifecycle, from requirements analysis to production deployment.
Projects
Multi-Agent Research Assistant
- Built an autonomous multi-agent system with Research Agent, Content Generation Agent, and Review Agent, reducing manual research effort by approximately 70%.
- Containerized the application with Docker and deployed it to Azure for reliable, repeatable environments.
- Implemented memory management, task delegation, and agent collaboration using LangGraph orchestration.
- Added an evaluation layer using LangSmith traces to monitor agent output quality and catch regressions before release.
RAG-Based PDF Question Answering System
- Deployed the application using Streamlit and Docker for real-time, portable document interaction.
- Implemented document chunking, embedding generation, vector search, and semantic retrieval.
- Integrated OpenAI/Gemini APIs for contextual question answering across large document collections.
- Improved answer relevance by 30% through Retrieval-Augmented Generation, and validated retrieval quality using groundedness and relevance evaluation checks.
Real-Time Object Detection System
- Developed a real-time object detection application using YOLO and OpenCV, achieving 92%+ detection accuracy.
- Processed live video streams with optimized, containerized inference pipelines for consistent deployment.
- Implemented image preprocessing and performance optimization for multi-object detection and tracking.
Leaderboard Standings
Leaderboard Position Pending
Global test scores, peer standing percentiles, and algorithm leaderboard ranks are updated dynamically.
Assessment Highlights
Assessments Not Completed
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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
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About Details
Professional Bio
AI Engineer with hands-on experience building and deploying Generative AI, Agentic AI, and RAG applications. Focused on shipping production-ready AI systems with measurable output quality using structured evaluation practices.
Bachelor of Technology (B.Tech) in AIML
Rajiv Gandhi Proudyogiki Vishwavidyalaya, Bhopal, MP (2022 - 2026)
12th Standard
Madhya Pradesh Board of Secondary Education, Balaghat, MP (2019 - 2020)