Fullstack Engineer with 1+ years in AI/ML & DevOps
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Assessing your cultural and operational fit
Highly motivated and results-oriented professional with 1.5 years of experience in AI/ML, DevOps, and Fullstack development. Proven ability to architect and deploy production-grade AI solutions, develop high-performance backend systems, and manage end-to-end project lifecycles. Skilled in Generative AI, RAG pipelines, Computer Vision, and cloud deployment with Docker and Kubernetes.
Gandhinagar Institute of Technology (GTU)
Bachelor of Engineering · Information Technology
August 1, 2021 – June 30, 2025
Shree Swaminarayan Public School
SSC
N/A – Present
Shree Ved International School
HSC
N/A – Present
Bitontree Solutions
Data Scientist / GenAI Engineer / Fullstack SDE
June 1, 2025 – Present
India
Freelance
AI & Backend Developer
December 1, 2024 – May 31, 2025
India
Zidio
Data Science and Analytics Intern
August 1, 2024 – November 30, 2024
India
Staytuned LLP
DevOps Engineer / Fullstack SDE (Intern)
January 1, 2024 – May 31, 2024
India
AI-Driven Lead Generation Platform
June 24, 2026 – Present
Developed an automated lead generation system integrating AI-driven outreach services. Integrated calling and texting APIs to facilitate automated communication workflows, streamlining the transition from data acquisition to lead engagement. Managed backend logic for lead tracking and service orchestration to ensure high conversion efficiency.
SOAP-Notes Platform (AI-Driven Healthcare)
June 24, 2026 – Present
Developed an in-house documentation platform leveraging FastAPI for high-performance backend routes. Features include real-time SOAP note generation from clinical transcripts and biomarker extraction from clinical PDFs using PyMuPDF and OCR. Integrated a custom scheduling service for automated clinical data management.
Arabic Textbooks Q&A Chatbot
June 24, 2026 – Present
Developed an intelligent chatbot specialized in answering queries from Arabic educational materials. Leveraged NLP and RAG techniques to process right-to-left text and provide accurate, context-aware responses based on textbook content.
Cultural Fit Analysis
The candidate's project portfolio showcases a strong interest in cutting-edge technologies, particularly AI/ML and fullstack development, which aligns well with innovative and fast-paced environments. The diverse range of projects, from healthcare to surveillance and education, indicates a broad intellectual curiosity and ability to adapt to different problem domains. The candidate's current role as a 'Data Scientist / GenAI Engineer / Fullstack SDE' at Bitontree Solutions directly aligns with the target 'Fullstack Engineer' role, demonstrating a clear career trajectory and relevant skill development. However, the experience level (1) suggests a need for mentorship and integration into established team workflows, which is a common consideration for junior to mid-level hires.
Soft Skills & Operational Fit
The candidate's project descriptions and experience indicate a proactive and hands-on approach to problem-solving, particularly in integrating AI/ML with backend systems. The diversity of projects suggests adaptability and a willingness to tackle complex technical challenges. The experience in both individual freelance work and team-based internships/roles indicates a capacity for independent contribution as well as collaboration. However, without specific psychometric or English test results, a deeper assessment of communication clarity, work attitude, stress handling, and team collaboration is limited.