About Yogesh
AI Engineer specialising in Agentic AI, LLM orchestration, and production-grade Python (FastAPI) systems. Strong experience designing multi-agent workflows using LangChain and LangGraph, and building Retrieval-Augmented Generation (RAG) pipelines with vector databases.
Proven experience deploying cloud-native AI platforms on AWS using Docker and Kubernetes (EKS), with CI/CD automation via GitHub Actions. Strong focus on reliability, scalability, observability, and production operations.
Brings 25+ years of engineering experience across AI systems, enterprise platforms, and customer-facing production environments, combining hands-on development with operational excellence.
English
Native or bilingual
Hindi
Native or bilingual
Can work on-site
Coventry (up to 50km)
Experience
- FCL Education CentreAgentic AI Engineer - Freelance DeveloperDIGITAL AND ITMay 2024 - Today (2 years and 1 month)Coventry, UKTutor AI Agent — System LangChain — LangGraph — FastAPI — AWS — EKS — Kubernetes — CI/CDArchitected and implemented a Multi-Agent Tutor AI Ecosystem comprising lesson generation, progress tracking, sentiment analysis, query classification, and response orchestration using LangChain, LangGraph, and FastAPI, backed by Retrieval-Augmented Generation (RAG) pipelines.Added basic observability to AI services using Prometheus-style metrics and Grafana dashboards to monitor API performance and resource utilisation in Kubernetes environments.Containerised AI application components using Docker and deployed workloads on AWS EKS (Kubernetes). Deployed backend services, vector database (ChromaDB), and Nginx gateway as separate Kubernetes workloads to enable modular scaling and fault isolation. Implemented CI/CD workflows using GitHub Actions to automate Docker image builds and Kubernetes deployments, supporting rapid iteration across development and cloud environments.Designed and developed a comprehensive Tuition Franchise management application in Oracle APEX, integrating REST services, JavaScript, CSS, HTML, and PL/SQL. The system encompassed modules for managing parents, students, courses, centres, subjects, accounts, student progress, grades, invoicing, fee processing, and attendance tracking.
- Bynx Europe LtdAI / ML EngineerDIGITAL AND ITSeptember 2014 - July 2025 (10 years and 10 months)Wellesbourne, Warwick CV35, UKFleet AI — Multi-Agent LLM System (2022-2025)LangChain — LangGraph — FastAPI — AWS — EKS — Kubernetes — CI/CD
- Designed and developed a multi-agent AI platform for fleet support automation using LangChain, LangGraph, and FastAPI, enabling ticket classification, root-cause analysis, knowledge retrieval, and summarisation using RAG pipelines.
- Trained and fine-tuned a DeBERTa-v3-base model using PyTorch for automated ticket classification, preparing the model for integration into the Fleet AI classifier agent to improve routing accuracy and response prioritisation.
- Implemented application-level observability by exposing FastAPI metrics using Prometheus-compatible endpoints and visualising system health, request latency, and error rates using Grafana dashboards to support production monitoring and troubleshooting.
- Containerised AI services with Docker and deployed to Amazon EKS (Kubernetes), implementing scalable, fault-tolerant architectures for production workloads.
- Automated build and deployment pipelines using GitHub Actions, supporting rapid iteration across development and cloud environments.
Oracle APEX Developer/ Application Support Lead (2014 - 2021)- Built and enhanced Oracle APEX applications integrating REST services, PL/SQL, JavaScript, and HTML for large-scale fleet and stock management systems for an Italy-based client.
- Led 2nd/3rd line support for 200+ users, managing production incidents, GDPR implementations, Cloud Migrations, monitoring, and change deployments with strict SLA compliance.
- Espire Infolabs LtdSoftware Development / Application SupportDIGITAL AND ITJune 2009 - August 2014 (5 years and 2 months)London, UK
- Developed and enhanced Bynx Fleet platform features for European clients using Oracle Forms and PL/SQL, while providing production support and incident resolution for BT Fleet Group.
- Designed and maintained BI Publisher reports (data models, templates, bursting, scheduling, error handling) to support operational and financial reporting.
Recommendations
Be the first to recommend Yogesh
Help this freelancer shine by sharing your experience working together.
These freelancer profiles also match your criteria
Agatha Frydrych
Backend Java Software Engineer
4.7
(3)
2
Baptiste Duhen
Fullstack developer
4.6
(4)
5
Amed Hamou
Senior Lead Developer
4
(2)
7
Audrey Champion
Web developer
4.3
(3)
4
Education
- M.Sc in Computer ScienceKurukshetra University1999Masters in Computer Science
- Diploma in Computer ApplicationKurukshetra University19981 Year Diploma in computer application
Certifications
- AWS Certified AI PractitionerAmazon Web Services Training and Certification2026