Looks like you have JavaScript disabled. For the full Twine experience, you will need to re-enable it.

I'm Syed Ali, a Senior AI Engineer with 8+ years of progressive expertise in designing and deploying AI/ML solutions across healthcare, retail, logistics, finance, and insurance. I specialize in transformer architectures, deep learning, computer vision (2D/3D), time-series forecasting, and generative AI, with a strong track record delivering enterprise-grade AI architectures on AWS, Azure, and GCP. I design scalable MLOps pipelines, fine-tune LLMs with LoRA/QLoRA, optimize performance with Nsight, and deploy RAG-enabled apps with guardrails and metadata-driven retrieval. I thrive on turning complex data problems into measurable business impact and collaborating across teams to deliver secure, compliant AI deployments.…I'm Syed Ali, a Senior AI Engineer with 8+ years of progressive expertise in designing and deploying AI/ML solutions across healthcare, retail, logistics, finance, and insurance. I specialize in transformer architectures, deep learning, computer vision (2D/3D), time-series forecasting, and generative AI, with a strong track record delivering enterprise-grade AI architectures on AWS, Azure, and GCP. I design scalable MLOps pipelines, fine-tune LLMs with LoRA/QLoRA, optimize performance with Nsight, and deploy RAG-enabled apps with guardrails and metadata-driven retrieval. I thrive on turning complex data problems into measurable business impact and collaborating across teams to deliver secure, compliant AI deployments.

Syed Ali

Full Stack Developer, Back-End Developer, Front-End Developer, +7





I'm Syed Ali, a Senior AI Engineer with 8+ years of progressive expertise in designing and deploying AI/ML solutions across healthcare, retail, logistics, finance, and insurance. I specialize in transformer architectures, deep learning, computer vision (2D/3D), time-series forecasting, and generative AI, with a strong track record delivering enterprise-grade AI architectures on AWS, Azure, and GCP. I design scalable MLOps pipelines, fine-tune LLMs with LoRA/QLoRA, optimize performance with Nsight, and deploy RAG-enabled apps with guardrails and metadata-driven retrieval. I thrive on turning complex data problems into measurable business impact and collaborating across teams to deliver secure, compliant AI deployments.…I'm Syed Ali, a Senior AI Engineer with 8+ years of progressive expertise in designing and deploying AI/ML solutions across healthcare, retail, logistics, finance, and insurance. I specialize in transformer architectures, deep learning, computer vision (2D/3D), time-series forecasting, and generative AI, with a strong track record delivering enterprise-grade AI architectures on AWS, Azure, and GCP. I design scalable MLOps pipelines, fine-tune LLMs with LoRA/QLoRA, optimize performance with Nsight, and deploy RAG-enabled apps with guardrails and metadata-driven retrieval. I thrive on turning complex data problems into measurable business impact and collaborating across teams to deliver secure, compliant AI deployments.

Available to hire

I’m Syed Ali, a Senior AI Engineer with 8+ years of progressive expertise in designing and deploying AI/ML solutions across healthcare, retail, logistics, finance, and insurance. I specialize in transformer architectures, deep learning, computer vision (2D/3D), time-series forecasting, and generative AI, with a strong track record delivering enterprise-grade AI architectures on AWS, Azure, and GCP.

I design scalable MLOps pipelines, fine-tune LLMs with LoRA/QLoRA, optimize performance with Nsight, and deploy RAG-enabled apps with guardrails and metadata-driven retrieval. I thrive on turning complex data problems into measurable business impact and collaborating across teams to deliver secure, compliant AI deployments.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Language

English

Fluent

Work Experience

Senior Full Stack Engineer at Entegee

April 1, 2022 - November 18, 2025

Designed and developed a next-generation fintech platform to manage digital assets using React, TypeScript, Node.js, and PostgreSQL; Optimized Kafka clusters for high availability; Leveraged RabbitMQ and Amazon SQS for event-driven architectures; Architected a cloud-native AWS solution using Lambda, API Gateway, and DynamoDB; Led development of admin dashboard with Angular/React/TypeScript/Material UI; Led full-stack development with Node.js and NestJS; Built a component library with Storybook; Implemented unit and integration tests with Jest, React Testing Library, and Cypress; Optimized SQL queries on MySQL and PostgreSQL; Integrated CI/CD with Jenkins and GitHub Actions; Resolved production issues.

Software Engineer at Kangaroo Health

April 1, 2022 - April 1, 2022

Spearheaded scalable backend systems with Node.js; Designed RESTful APIs; Created reusable UI components with React; Integrated AWS for deployment and monitoring; Contributed to delivering 10+ features; Used Docker and CI/CD tools (Jenkins, GitHub Actions) to streamline workflows; Implemented data management techniques with MongoDB.

Senior Consultant Data Science at Entegee

April 1, 2022 - Present

Built production-grade AI agents on AWS Bedrock with Bedrock Guardrails and AgentCore to orchestrate multi-step workflows, enabling compliant, secure AI deployments for healthcare and retail. Led GAAB deployment across LLMs, Kendra, Cognito RBAC, CloudWatch dashboards, and Lambda for scalable GenAI apps. Implemented LoRA/QLoRA fine-tuning, quantization-aware training, and mixed-precision optimizations to reduce latency and memory. Architected an AI-powered multi-agent chatbot and improved retrieval with metadata-driven RAG pipelines. Delivered 3D medical imaging and time-series forecasting models and a LangGraph-based multi-agent customer support platform that cut resolution time and increased CSAT.

Senior Data Scientist at Innovedges

July 1, 2020 - April 1, 2022

Led forecasting and ML initiatives: E-commerce forecasting with LSTM/GRU/TFT on GCP Vertex AI (improved forecast accuracy by ~25%). Optimized ad spend using temporal clustering models for ROI uplift. Built scalable data pipelines and deployed end-to-end ML solutions.

Consultant Data Science at Uber Carshare

January 1, 2017 - July 1, 2020

Computer Vision for Fleet Management using YOLOv5 edge models for damage detection (reduced inspection time by 40%). Implemented RNN/LSTM demand forecasting to improve fleet availability predictions by ~22%. Built 3D vehicle modeling for automated accident assessment from LiDAR. Introduced MLOps with MLflow + GCP AI Platform CI/CD pipelines to accelerate deployment.

Education

BS Engineering at Sir Syed University of Engineering and Technology

February 1, 2012 - October 1, 2016

BS Engineering at Sir Syed University of Engineering and Technology

February 1, 2012 - October 1, 2016

BS Engineering at Sir Syed University of Engineering and Technology

January 1, 2012 - January 1, 2016

BS Engineering at Sir Syed University of Engineering and Technology

January 1, 2012 - January 1, 2016

BS Engineering at Sir Syed University of Engineering and Technology

January 1, 2012 - January 1, 2016

Bachelor of Engineering at Sir Syed University of Engineering and Technology

January 1, 2012 - January 1, 2016

BS Engineering at Sir Syed University of Engineering and Technology

January 1, 2012 - January 1, 2016

Bachelor of Science in Engineering at Sir Syed University of Engineering and Technology

January 1, 2012 - January 1, 2016