Telu Ravi Sai Kumar

AI Researcher

Rajahmundry, Andhra Pradesh, India1 yr 11 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Delivered AI solutions reducing manual effort by 70%
Developed intelligent shopping assistants with multi-agent orchestration
Led development of a real-time trading platform

Stackforce AI infers this person is a SaaS and Fintech expert with strong AI and product engineering capabilities.

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Skills

Core Skills

Artificial Intelligence (ai)Cloud-native ApplicationsRisk ComplianceFraud DetectionElectronic Trading SystemsSoftware Development

Other Skills

Generative AIMulti-Agent SystemsFastAPIAWS LambdaReact.jsAWS BedrockDynamoDBS3AWSData AnalyticsReal-time DataDatabase Management System (DBMS)Programming LanguagesKnowledge Graph-Based Question AnsweringRisk Assessment

About

I’m an AI/ML Engineer passionate about building products that combine Generative AI, multi-agent systems, and cloud-scale architectures. At HCLTech, I’ve delivered solutions like an Agentic AI–powered shopping assistant, a fraud detection system on AWS SageMaker, and a risk & compliance tool that reduced manual effort by 70%. Before that, I worked at a trading startup, leading the development of a real-time trading platform with integrated NSE data — giving me hands-on experience in building 0→1 products for end-users. I enjoy solving problems at the intersection of AI and product engineering — from building intelligent assistants to full-stack platforms with React, FastAPI, and AWS. With certifications in AWS Data & ML and a BTech from NIT Calicut, I’m excited to bring technical depth and a builder’s mindset to innovative startups and product-driven companies.

Experience

1 yr 11 mos

Total Experience

1 yr 9 mos

Average Tenure

1 mo

Current Experience

The ai catalyst

AI Engineer

May 2026 – Present · 1 mo · Bengaluru, Karnataka, India

Artificial Intelligence (AI)Generative AIMulti-Agent SystemsCloud-Native ApplicationsFastAPIAWS Lambda+1

Hcltech

AI/ML Engineer

Jul 2024 – May 2026 · 1 yr 10 mos · Bengaluru

Designed and delivered LLM and GenAI-powered solutions using AWS Bedrock, multi-agent architectures, and cloud-native services for automation, personalization, and decision support
Built Agentic AI-powered RCSA solution using FastAPI and AWS Bedrock for automated mapping of risk, control, issue, and incident data from Excel files, streamlining compliance documentation and reducing manual effort by over 70%
Developed GenAI-powered intelligent shopping assistant with React frontend and AWS backend using Lambda, API Gateway, DynamoDB, and S3 with multi-agent orchestration for intent capture, preference memory, meal planning, and basket building
Implemented Streamlit dashboard for real-time risk reporting with downloadable outputs and delivered AI-driven fraud detection solution improving visibility for business users

Real-time DataElectronic Trading SystemsDatabase Management System (DBMS)Programming LanguagesSoftware Development