Akhilesh Ravikumar
Open to work2 years experienceAI and Software Engineer
AI and Software Engineer
Standing Rank
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Developer Badges
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Skills & Technologies
29 skillsWork Experience
Software Analyst
Bounteous Inc.
- Developed and maintained enterprise backend services, REST APIs and data-integration workflows using Python, Node.js, SQL and relational databases.
- Debugged production applications and pipeline stages through logging, testing, code reviews and root-cause analysis, improving system reliability and maintainability.
- Collaborated with cross-functional teams to translate business requirements into application, API and database logic across development, testing and deployment.
- Supported AWS deployments, Git workflows and CI/CD practices within Agile engineering teams.
Software Engineering Intern
Walmart Global Tech
- Built an NLP-based machine learning pipeline using Python and Latent Dirichlet Allocation to classify Jira tickets from unstructured text.
- Developed text preprocessing and model evaluation workflows and collaborated with engineers to integrate the solution into operational processes.
Projects
RAG ArXiv Research Assistant
- Built a production-oriented RAG system with document ingestion, PDF parsing, metadata extraction, chunking, vector storage and citation-aware answer generation.
- Designed a hybrid retrieval pipeline combining dense BGE embeddings, BM25, Reciprocal Rank Fusion and BGE reranking to improve search relevance and context quality.
- Created golden datasets and evaluated retrieval and generation using RAGAS, DeepEval, Recall, Precision, MRR and faithfulness metrics, feeding results into prompt and retrieval tuning.
- Implemented streaming responses, authentication, rate limiting, caching, asynchronous workers, health checks, logging and monitoring with OpenTelemetry and Grafana.
- Containerized services with Docker Compose and configured GitHub Actions for automated testing and CI/CD deployment workflows.
Job Research Agent
- Built a LangGraph-based multi-agent workflow that plans research tasks, calls external tools and hands results between retrieval and summarization stages.
- Designed and iterated prompt pipelines for company research, live web retrieval and structured report generation using OpenAI and Tavily APIs.
Leaderboard Standings
Leaderboard Position Pending
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Assessment Highlights
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AI Collaboration Score
AI Collaboration Score Pending
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Role Compatibility Profile
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Achievements
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About Details
Professional Bio
AI and software engineer experienced in building multi-agent workflows, prompt pipelines, RAG systems and production-oriented APIs. Skilled in retrieval evaluation, prompt tuning, monitoring, Docker, CI/CD and debugging production systems. AWS Certified Solutions Architect – Associate.
M.Sc. Computing (Artificial Intelligence) in Artificial Intelligence
Dublin City University (2024 - 2025)
B.E. Computer Science and Engineering in Computer Science and Engineering
Rajalakshmi Engineering College (2019 - 2023)