Suweatha G

Software & AI Platform Engineer with ~3 years of experience delivering scalable SaaS platforms, full-stack applications, and production-grade AI/ML solutions. Skilled in Python, Golang, Node.js, React, and TypeScript, with proven success leading architecture design and end-to-end product delivery from pre-sales through deployment.

AI/ML Expertise: Hands-on in Generative AI, Agentic AI, and Machine Learning systems — including RAG pipelines (BM25 + semantic retrieval), prompt engineering, LLM-orchestrated ETL, and multi-step tool-calling workflows. Experienced in deploying containerized REST APIs on AWS and Azure, leveraging frameworks such as TensorFlow, scikit-learn, PySpark, and LangGraph.

Leadership & Delivery: Adept at owning module-level architecture decisions as an individual contributor while guiding 5+ engineering teams. Strong track record in workflow automation, real-time systems, RBAC implementation, and enterprise-grade cloud solutions, consistently improving performance, scalability, and security.

AI Platform Engineer – Technical Lead - Zeb Pvt Ltd - Chennai, India

(2026-02 - 2026-08)

• Directed a team of two engineers to build an AWS Glue + PySpark pipeline that transformed data (JSON/Excel) into standardized templates, leveraging Qwen LLM for header normalization and pivot detection.
• Designed a hybrid retrieval system combining BM25 keyword search with semantic/vector search, integrated with Claude Sonnet 5 for schema mapping and confidence scoring, supported by human-in-the-loop validation.
• Orchestrated multi-step ETL processes through AWS Agent Core–based agentic workflows, ensuring accuracy and scalability in data transformation.

Software Engineer - Technical Lead - Avasoft Pvt Ltd - Chennai, India

(2025-09 - 2026-02)

• Led the design and delivery of enterprise workflow automation platforms using Golang, React, TypeScript, REST APIs, WebSocket, and relational databases, enabling scalable and real-time business operations.
• Provided end-to-end technical leadership across architecture design, task allocation, code reviews, debugging, sprint planning, release coordination, and collaboration with product and QA teams.

Software Engineer - Avasoft Pvt Ltd - Chennai, India

(2024-02 - 2025-09)

• Built full-stack SaaS applications with Golang, Node.js, React, and TypeScript, supporting 1,000+ active users and improving system performance by 35%.
• Created RESTful APIs and WebSocket services integrated with PostgreSQL, MySQL, and MSSQL, handling millions of records with optimized query execution.
• Automated enterprise workflows and OS upgrades with Golang and React, reducing IT workload by 70% and cutting manual process setup time by 50%.

B.E. - Biomedical Engineering - KPR Institute of Engineering and Technology (2019 - 2023)