SURYA SANDEEP BODA

Designed and orchestrated an end-to-end Document generation pipeline using Apache Airflow and AWS Glue. Automated schema discovery using AWS Glue Crawlers and centralized metadata management via Glue Data Catalog. Built scalable Glue ETL jobs (PySpark) to extract, cleanse, aggregate, and enrich data from multiple sources. Orchestrated Glue jobs using Airflow DAGs with retries, SLAs, and dependency management. Monitored pipeline health using Airflow logs and Amazon CloudWatch metrics/alerts.

Designed a Retrieval-Augmented Generation (RAG) pipeline using Apache Kafka, Kafka Connect and AWS Elastic Container Service (ECS) for a major Digital Marketing client in the United States. Vectorised MySQL, PostgreSQL and a Knowledge base using Hugging Face BAAI/bge-m3 model with 1024 dimensions. Researched the Vector DB market and finalized Weaviate Self host as the best option amongst Pinecone Cloud, Weaviate Cloud, Milvus cloud. Coached and supervised developers how to write the Kafka consumer scripts with Weaviate cross references. Architected the Langchain based AI agents to research and query the SQL and Knowledge database to find the best possible answer for a given question. Led Supervised Fine-Tuning (SFT) of Apple Intelligence Foundation Models (AFM) across multiple programming languages, including Python, JavaScript, Java, Go, and C++, to enhance model adaptability and performance in diverse development environments. Executed Reinforcement Learning from Human Feedback (RLHF) for Apple Intelligence Foundation Models, applying advanced reinforcement learning techniques in Python, JavaScript, Java, Go, and C++ to optimize model alignment with human intent. Enhanced the agentic workflow in Turings labelling tool, contributing to the automation of task reviews and efficient pipeline delivery to Apple Intelligence models. Collaborated on OpenAIs DALLE multimodal initiative, fine-tuning generative models within a highly specialized niche to improve image synthesis capabilities and multimodal performance. Conducted applied research and development on ByteDances zero-to-one RL task initiatives, leveraging proprietary annotation tools to architect scalable reinforcement learning workflows. Designed and implemented a comprehensive model evaluation framework to benchmark ByteDances AI IDEsTrae and MarsCodeagainst Cursor, analysing comparative performance and developer experience.

Project: Toyota Connected India: Supported TCIN build an iOS/Android remote vehicle connectivity mobile application hosted on AWS ECS with 30 microservices. Built a custom Google Firebase/APNS based push notification system using Amazon Pinpoint, AWS Batch and AWS Lambda. Created a background scheduled job to create a weekly CSV report about customer migration using AWS Eventbridge rules, AWS Lambda, Node Serverless framework. Supported the TCIN Devops team to automate Infrastructure deployment using Terraform scripts. Project: Book My Ticket: Supervised the AWS architecture implementation to create a scalable, distributed system for ticket booking and streaming. Architected and built a Live + Video On Demand Streaming platform using AWS Elemental MediaLive, MediaPackage. Integrated Worldpay (FIS Global) payment gateway. Built a microservice based AWS EKS platform to handle Ticket booking and Streaming service. Implemented Horizontal Pod Autoscaler(HPA) with metrics. Implemented a Chatbot using The-Rasa-Answer-Machine-GPT3. Project: AFL Fujikura ECSite: Enhanced ECSite CLI to build backend servers. Supported ECsite to implement AWS ECS servers for AFL using Terraform scripts. Implemented a Node Backend Service and a Python based Reporting service in AWS ECS. Created GraphQL APIs to interact with MongoDB. Implemented a PubSub architecture using AWS Eventbridge Buses. Created a Data pipeline and Dashboard using MongoDB, Hevo, dBT, Snowflake, AWS Quicksight.

Kubernetes Cluster: Containerized frontend and backend applications using Docker and deployed to a Kubernetes cluster, later re-architected to AWS ECS Cluster. Enterprise Scheduler: Built an internal application that schedules jobs and sends payloads to Apache Kafka. PDF conversion: Built a microservice using Spring boot for document to PDF conversion. Candidate Workflow: Developed microservices to track the Candidate journey. Offline Job Recommendation systems: Developed an AI/ML API for job recommendations using TensorFlow and Cosine similarity. Enterprise Communication Services: Delivered a centralized email sending system using SendGrid. Talent Intelligence: Developed a web feature to suggest top candidate matches using AI/ML API and AWS S3. Canvas (On Premise to SaaS conversion): Converted On premise web application to SaaS version with a Pythonic backend permission framework. MongoDB exception handling: Resolved webhook integration failures by storing payloads in MongoDB and retrying failures. Drove Product and Engineering catch ups, initiated grooming meetings, mapped Product Release plans, communicated Program Executive Reports, collaborated with stakeholders, and automated testing and regression processes.

Streamlined ITC Global In House Centre (GIC) AC3 delivery across three major KANBANs: Standardized Inbound Invoice Management, Factory Logistics, Supply Chain Management. Architected and built an Activiti Java SpringBoot Workflow for invoice approval. Used Java SpringMVC, Spring Boot, Hibernate, and MySQL. Stored invoices as backup in AWS S3 and archived to S3 Glacier. Used AWS SES for HTML rich emails and AWS SQS for vendor payment framework. Collaborated with KANBANs across Malaysia, Singapore, and India. Supervised Delivery Managers meet to improve KPIs. Established HP Solution Manager Workflow system for Incident/Change Management. Consolidated KANBAN Retrospective Meetings and enforced improvements through knowledge transfers and technical trainings.

Built a web application called Commercial Project Management to track multiple WBS in a project. Architected backend linkage of WBS elements. Leveraged Java Spring MVC and Spring Boot to build RESTful APIs. Utilized Docker for containerization. Supervised CI/CD pipeline using Github actions.

Built a Procurement web application for Minneapolis public schools. Launched an Online Shopping cart using React JS frontend and Java Spring Boot, Spring MVC backend. Converted shopping cart into Purchase Order and posted into SAP. Designed Billing invoices using Jasper Report PDFs. Designed Vendor Validation form and workflow. Designed Java Spring boot workflow for vendor approval.

Built a Loan Management workflow System (LMS) based on SpringBoot and SpringMVC for various loan products. Tracked loan applications from application to disbursement. Used S3 based CloudFront distributions for document storage. Valued vehicle segments using DCF analysis and presented to International Finance Corporation. Acted as single point of contact for Investor Relations team. Researched and implemented a Reverse Factoring model. Built an internal Reverse Factor platform and used Open Sci for receivables trading.

Facilitated Australian Telstra communications to build Business Workflows in Java. Automated Quotation process for Telstra in SAP. Assisted in contract extension with Telstra. Mentored 150 junior employees in Java. Streamlined data transfer between e-Commerce portal and SAP of Gerdau steel. Integrated Hybris systems with SAP ERP. Organized internal training meets for SAP technologies. Implemented SAP workflows and handled Java Billing portal of Wartsila corporation. Designed Billing invoices for Wartsila. Gained proficiency in SAP SD cycles.

Received Outstanding Contributor Award in 2012. Automated posting Goods Receipts in SAP of MARS chocolates with interactive PDF. Reduced MARS bureaucracy costs with PDF innovation. Guided and trained 50 employees in Java. Rated PBC 1 for exceptional performance. Collaborated with teams in France and China. Developed training modules for SAP Material Management. Designed high quality PDF invoices during SAP SD development for MARS. Implemented Create Opportunities module of KPMG's CRM system in Java. Served as consultant in KPMG AMS project. Participated in SAP Web Dynpro trainings.