Manojkumar C Full Stack & Gen AI Engineer
Skills
Programming Languages — Python, JavaScript, Node.js
AI/ML Tools & Techniques — GenAI, LLMs, NLP, MAF, RAG, LangChain, LangGraph, Prompt Engineering, Fine-Tuning, BERT, Vector DB, MLflow, CrewAI, Agentic AI, Azure AI Foundry, AI Agents
Backend and APIs — FastAPI, Node.js, Express.js, REST APIs, Microservices, API Gateway, SQLAlchemy, Pydantic
Databases & Storage — MySQL, PostgreSQL, Firestore
Cloud & MLOps — Azure DevOps, Docker, Azure, Azure AI Foundry,Azure Document Intelligence, Airflow, MLflow, Azure Blob Storage
IDE, Tools & Frameworks — Antigravity, React.js, Next.js, React Native, Git, GitHub, Postman, Copilot Studio
CERTIFICATES
Anthropic Certifications

Building with Claude API, Claude Code in Action, Claude 101, MCP

AWS CLF-CO2

AWS Cloud Practitioner

Oracle Infra & AI Associate

Oracle Infra & AI Foundation Cert

Orion Certifications

AI-Augmented Engineer

EDUCATION
Sri Krishna College of Engineering and Technology, B.Tech - CSBS

2021 - 2025 , CGPA 8.2/10

Lotus Matric. Higher Secondary School, Higher Secondary Education

Salem, Percent: 93/100

Full Stack & GenAI Engineer with 1+ year of experience building production-grade AI applications using FastAPI, Azure AI, LangChain, and RAG. Skilled in developing scalable backend systems, LLM-powered automation, multi-agent workflows, and cloud-native AI solutions.

EXPERIENCE
Associate Software Engineer, Orion Innovation - 09/2025 - Present⁠
  • •Contributed to Orion Hire, an internal Al-powered resume intelligence platform used by active teams, built with GenAl, Azure Al , CosmosDB, Blob Storage, and deployed via Docker & ACA.
  • •Built GenAl and RAG-based automation workflows using LangChain and Azure Al for insurance and financial domains, supporting underwriting and loan automation
  • •Developed FastAPI backend services and supported DevOps, MLOps, and MLSecOps practices using Azure DevOps, ACR, and containerized cloud deployments.
    • Software Engineer - Intern, Scoutabroad - 11/2024 - 02/2025⁠
  • •Automated marketing workflows, boosting productivity and efficiency by 30%, resulting in improved client engagement and campaign performance. Streamlined deployments with Azure DevOps pipelines, cutting deployment time by 40%
  • •Collaborated with cross-functional teams to design a responsive web layout, which increased mobile user engagement by 20% .Conducted rigorous code reviews and introduced unit testing practices
    • PROJECTS
    OI Hire - AI Recruit Intelligence Platform
  • •Built an AI-powered resume screening platform using GenAI and RAG pipelines to automatically analyze and rank candidates.
  • •Implemented automated resume parsing, skill extraction, and candidate fit scoring using Azure AI, LangChain, and FastAPI.
  • •Developed multi-dimensional candidate evaluation covering technical skills, experience level, role fit, and risk signals for intelligent hiring insights.

    • Tech: Next.js 16, FastAPI, Azure OpenAI, Azure AI Search, Azure Blob Storage, Azure DI, Azure ACS, LangChain, LangGraph, SonarQube

    Credit Rating Analyst — AI-Powered Credit Intelligence Platform
  • •Built an AI-powered credit rating platform using GenAI and multi-agent pipelines to automatically extract financial data, compute risk scores, and generate credit ratings from unstructured documents.
  • •Implemented automated financial data extraction, ratio calculation, and 9-dimensional risk scoring (Liquidity, ESG, AML, Ownership, etc.) using Azure AI, Agent Framework, and FastAPI.
  • •Developed a neuro-symbolic risk assessment engine combining deterministic financial formulas (DSCR, EPC, ICR) with LLM-guided qualitative analysis for accurate, explainable credit decisions.

    • Tech: Next.js, Azure OpenAI, Azure Document Intelligence, Azure Blob Storage, FastAPI, Agent Framework, PostgreSQL, SQLAlchemy.