AI Engineer with 1+ years in Python, FastAPI, and Machine Learning
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Assessing your cultural and operational fit
Python Developer and AI Engineer with 1+ year of experience in building scalable APIs, AI chatbots, and GenAI-driven systems using FastAPI, RAG, LLMs, and Machine Learning. Currently working at AYC Analytics Pvt. Ltd. on enterprise AI solutions including chatbot development, scalable backend architectures, and intelligent automation systems. Passionate about developing data-driven and AI-powered applications for solving real-world business problems.
Vellore Institute of Technology
Master of Data Science
July 1, 2023 – April 1, 2025
Sir Parshurambhau College
Bachelor of Statistics · Statistics
June 1, 2020 – May 1, 2023
AYC Analytics Pvt. Ltd.
AI Engineer
March 1, 2026 – Present
Pune, Maharashtra, India
Coditas
Associate Software Engineer
July 1, 2025 – January 1, 2026
Pune, Maharashtra, India
IRTCM INDIA Pvt. Ltd.
Data Science Intern
January 1, 2025 – June 1, 2025
Pune, Maharashtra, India
E-Commerce Backend Management System
June 1, 2026 – Present
Needed a secure backend system for managing users and data; developed FastAPI-based application with JWT authentication and role-based access control, ensuring secure operations. Faced challenges in handling structured data efficiently; designed PostgreSQL database using SQLAlchemy ORM, improving scalability and performance. Required seamless frontend-backend interaction; implemented REST APIs, enabling efficient communication and data exchange. Identified risks of inconsistent data handling; implemented validation and modular design, improving system reliability and maintainability.
View ProjectGenerative AI Knowledge Assistant for Enterprise Policies
June 1, 2026 – Present
Needed efficient document retrieval for enterprise use; developed RAG-based system using embeddings and PGVector, enabling semantic search capabilities. Observed hallucination issues in LLM responses; integrated Groq and Gemini models, improving response accuracy and reliability. Required secure and personalized user sessions; implemented JWT authentication and session-based chat, ensuring data security. Faced latency in information retrieval; optimized pipeline to deliver faster and context-aware responses.
View ProjectEvent Coordinator - Datathon, VIT Chennai
Unknown
June 1, 2026 – Present
NSS Certification - Student Coordinator
Unknown
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's projects and experience align well with an AI Engineer role, demonstrating a clear focus on AI-driven solutions and backend development. The diversity in projects (e-commerce backend, generative AI assistant, stock prediction) shows a breadth of application areas. However, the experience is relatively short (1+ year), which might limit the depth of exposure to various organizational cultures and complex team dynamics. The educational background in Data Science and Statistics provides a strong analytical foundation.
Soft Skills & Operational Fit
The candidate's project and experience descriptions indicate a problem-solving approach, addressing challenges like performance issues, data consistency, and LLM hallucination. Collaboration with cross-functional teams is mentioned, suggesting an ability to work in a team environment. The experience with modular architecture and deployment workflows points to an operational mindset.