Pallavi Pandey
Full Stack Engineer building the future with Generative AI, LLMs, and intelligent Data Systems.
About Me
I am a Full Stack Engineer at Dom Ventas and a Data Science student at IIT Madras (2021-25). I specialize in building intelligent systems that merge high-performance backend engineering with state-of-the-art AI.
My primary focus is on Generative AI, where I build robust pipelines utilizing LLMs, RAG, and Agentic Workflows. I thrive on migrating complex architectures and integrating AI functionalities like TTS, STT, and translation into real-world, scalable platforms.
Beyond my professional work, I am a passionate hackathon enthusiast, participating in events like the Kharagpur Data Science Hackathon 2024. I am dedicated to pushing the boundaries of what is possible with data and machine intelligence.
Education
B.S in Data Science & Applications, IIT Madras (2021-25)
Interests
AI Research, Scalable Systems, Open Source, Hackathons
Professional Experience
Full Stack Engineer
Dom Ventas, Bengaluru
- •Managing and automating core application workflows supporting operations, retail, marketing, and sales.
- •Architecting an accreditation application with a RAG-based AI chatbot for intelligent document retrieval and user assistance.
- •Maintaining a custom dashboard for unified business insights via ETL processes across multiple databases.
Software Developer Engineer
Articence Inc, CA
- •Integrated advanced Gen-AI capabilities (LLMs, RAG, TTS, STT) to build intelligent automation and real-time conversational systems across voice and chat channels.
- •Architected and migrated backend systems to FastAPI to support low-latency, high-throughput AI inference pipelines at scale.
- •Implemented real-time communication using WebSockets and Webhooks to enable live streaming interactions and event-driven workflows.
- •Contributed to scalable contact-center and automation infrastructure, improving system reliability, performance, and user experience.
Python & AI Developer
Magizh Technologies, Coimbatore
- •Designed and built an AI-powered chatbot that delivers personalized educational recommendations based on student profiles and learning goals.
- •Integrated AI to automatically generate and format quiz questions from book excerpts, content, or paragraphs, simplifying question creation and upload.
- •Developed a quiz application enabling students to add their own questions and revise them later through interactive quiz and fill-in-the-blanks formats for rapid practice.
- •Engineered scalable backend services using Flask and PostgreSQL to efficiently process and manage student data.
Junior Developer Intern
VaayuSastra, Chennai
- •Built a learning platform where kids can learn, access, and take tests related to aerospace content.
- •Designed interactive assessment modules to track and evaluate student progress effectively.
- •Integrated educational resources with a focus on aerospace engineering concepts for high engagement.
Tech Intern
IIT Madras, Chennai
- •Developed the official website for 'Paradox', the flagship technical and cultural fest of the IITM BS degree.
- •Designed and launched the project showcase website for academic and research initiatives.
- •Managed and coordinated Student Affairs, bridging the gap between student requirements and administration.
Featured Projects
Bridging the gap between robust backend engineering and data-driven intelligence.
AI Healthcare System
Advanced clinical documentation pipeline merging Speech-to-Text and Generative AI. Features real-time transcription and automated medical reporting using specialized LLM prompting.
AI Video Dubbing Pipeline
End-to-end intelligent video translation system. Orchestrates MarianMT for translation, OpenAI Whisper for ASR, and Wav2Lip GAN for precise lip-syncing.
IITM BS Portal Gen AI
Full-stack educational platform integrated with Google Gemini. Features AI-driven lecture summarization and automated academic question generation.
Unique Mart E-Commerce
Intelligent grocery management system with integrated sales forecasting and data visualization modules for inventory optimization.
Technical Arsenal
A comprehensive collection of tools and technologies I use to build intelligent, scalable solutions.