Sneha Roy
Full Stack Engineer – AI & Generative AI Solutions
Hyderabad,TG
Summary
Full Stack AI Engineer with 6+ years of experience delivering AI-driven products from concept to production . Combines deep technical expertise with strong client-facing skills , working closely with stakeholders to shape requirements, define solutions, and drive execution.
Specializes in LLM-powered systems, RAG, and AI agents , with end-to-end ownership across frontend, backend, and cloud. Known for scaling solutions, leading teams, and delivering measurable business impact .
Overview
6
6
years of professional experience
3
3
Certifications
3
3
Languages
Work History
Senior Analyst
Deloitte
07.2023 - Current
- Led end-to-end design, development, and deployment of enterprise-scale AI platforms used by thousands of users across multiple business units.
- Architected and built high-performance full-stack systems, developing responsive UIs with React, and scalable backend services using FastAPI and Node.js.
- Delivered production-grade generative AI solutions on Azure, including LLM-powered applications with advanced prompting, RAG pipelines, and fine-tuned models.
- Engineered and orchestrated AI agent workflows, leveraging LangChain, CrewAI, and AutoGen, to automate complex business processes.
- Owned production deployments and CI/CD pipelines using Azure DevOps, ensuring reliability, scalability, and seamless releases.
- Led and mentored junior developers, driving code quality, best practices, and faster delivery cycles across teams.
- Collaborated cross-functionally with stakeholders to translate business needs into impact-driven AI solutions .
- Recognized with multiple awards for outstanding performance, innovation, and high-impact project delivery .
Associate Consultant
Capgemini
09.2021 - 06.2023
- Rapidly prototyped machine learning solutions to evaluate feasibility, enabling faster decision-making, and reducing time-to-market for new initiatives.
- Designed and delivered multiple AI/ML proof-of-concepts (POCs) , translating complex business problems into scalable, real-world solutions.
- Engineered production-grade systems, transforming ML models into scalable services (APIs, SaaS platforms, and microservices), capable of handling web-scale workloads.
- Built and optimized user-centric technical solutions, ensuring seamless integration with frontend applications, and enhancing overall user experience.
- Collaborated with cross-functional teams to bridge the gap between research and production, accelerating the deployment of AI-driven features.
- Recognized with multiple 'Out-of-the-Box' awards for delivering innovative, high-impact solutions across consecutive quarters.
Senior Software Developer
Biotecnika Info Labs Private Limited
01.2021 - 07.2021
- Analyzed project requirements and architected high-performance technology solutions , consistently meeting or exceeding system and scalability expectations.
- Designed and developed end-to-end AI-driven platforms , including video analysis systems, adaptive examination engines, and automated digital marketing solutions.
- Partnered with cross-functional teams to identify performance bottlenecks and optimize model integration , improving overall system efficiency and reliability.
- Built and deployed scalable SaaS applications on cloud platforms such as AWS and Heroku, ensuring high availability and a seamless user experience.
- Delivered full-stack implementations, developing robust backend services alongside intuitive frontend interfaces to drive complete product delivery.
Full Stack Developer
McMarvin Private Limited
12.2019 - 12.2020
- Collaborated with engineering and QA teams to design and deliver robust, scalable software solutions , aligning closely with client requirements and performance goals.
- Accelerated development cycles by rapidly building functional prototypes, leveraging a strong understanding of user needs and system design.
- Architected and developed SaaS-based medical imaging platforms, integrating deep learning and computer vision models for radiology workflows.
- Performed image data annotation, segmentation, and dataset engineering , while designing efficient database schemas and data pipelines for ML-driven applications.
- Owned the end-to-end software development lifecycle, from requirements analysis, system design, to deployment, optimization, and production support.
Education
B.Tech - Computer Science And Engineering
Dr. BC Roy Engineering College
Durgapur06-2019
Skills
Generative AI: RAG, Prompt Engineering, AI Agents, Chatbots
Frameworks: LangChain, CrewAI, AutoGen
Programming Languages: Python, JavaScript, TypeScript, C#
Frontend: React, Nextjs
Backend: Nodejs, NET, FastAPI, Flask
Certification
Data Analytics and Machine Learning Certification, Technex-IIT BHU 2018
Timeline
Fundamentals of Accelerated Computing with CUDA Python
11-2024
Senior Analyst
Deloitte
07.2023 - Current
Associate Consultant
Capgemini
09.2021 - 06.2023
Senior Software Developer
Biotecnika Info Labs Private Limited
01.2021 - 07.2021
Full Stack Developer
McMarvin Private Limited
12.2019 - 12.2020
Data Analytics and Machine Learning Certification, Technex-IIT BHU 2018
05-2018
DBMS Online Certification
01-2018
B.Tech - Computer Science And Engineering
Dr. BC Roy Engineering College
Hobbies
Playing Guitar and Singing