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Assessing your cultural and operational fit
AI Engineer with less than a year in AI and Python Development
Aspiring Python Developer with strong foundations in Python programming, Object-Oriented Programming, REST API development, and database management. Experienced in building backend applications using Flask, SQL databases, and API integrations. Proficient in Git/GitHub, Postman, MySQL, and PostgreSQL, with hands-on experience developing scalable web applications and debugging backend systems. Passionate about backend development, software engineering best practices, and learning modern frameworks such as Django and Django REST Framework.
Chandigarh Group of Colleges, Jhanjeri
Bachelor of Technology · AI and ML
August 1, 2023 – Present
Him Gurukul International School Bhalat
Senior Secondary School Education
June 1, 2022 – May 31, 2023
Him Gurukul International School Bhalat
Secondary School Education
June 1, 2020 – May 31, 2021
Pinnacle Labs
Artificial Intelligence Intern
June 30, 2025 – July 30, 2025
India
Chandigarh Group of Colleges, Jhanjeri, Mohali
Summer Training- CompTIA Data+
May 27, 2025 – July 8, 2025
Mohali, Punjab, India
ShieldAI - Distress Detection and Rapid Response System (Team Project)
June 4, 2026 – Present
Developed a real-time AI distress detection system using speech recognition and NLP pipelines. Implemented Speech-to-Text transcription using OpenAI Whisper for extracting distress cues. Built multilingual keyword detection system supporting English, Hindi, and Punjabi. Designed a multi-signal scoring engine to classify threat levels (CRITICAL, HIGH, MEDIUM, LOW).
Virtual Painter: Computer Vision Project
June 4, 2026 – Present
Developed a real-time hand gesture tracking system using Python and OpenCV. Implemented real-time image processing for motion detection and continuous stroke rendering. Built a real-time gesture tracking system processing 30+ FPS using OpenCV.
Farmer Support ChatBot (Team Project)
June 4, 2026 – Present
Built an AI-powered chatbot using Flask + React supporting real-time farmer queries with NLP-based processing. Integrated API-based response generation and multilingual support. Integrated REST APIs, HTTP protocols and JSON-based communication. Designed an intuitive chat-based UI to enhance user experience and engagement. Designed scalable architecture aligned with SOA principles.
Student Performance Analysis & Prediction
January 1, 2023 – Present
Performed data cleaning and preprocessing on structured datasets using Python (Pandas). Conducted Exploratory Data Analysis (EDA) to identify key trends and patterns affecting student performance. Built and evaluated regression models to analyze factors influencing academic outcomes. Created data visualizations using Matplotlib to present insights effectively. Developed interactive dashboards to track key metrics and support data-driven decision-making.
Software Engineering Certification
Infosys OnWingspan
April 1, 2026 – Present
PL/SQL Database Programming
Oracle Academy
February 1, 2026 – Present
Generative AI Foundations
AWS Academy Graduate
January 1, 2026 – Present
Advanced Software Engineering Job Simulation
Walmart USA Forage
November 1, 2025 – Present
Python for Data Science
NPTEL, IIT
July 1, 2025 – Present
Core Java
Internshala Trainings
February 1, 2025 – Present
The candidate scored 58% on the Python Internship Test, indicating a basic grasp of the concepts but significant room for improvement in practical application and advanced topics like unit testing and streaming data.
Strengths
Limitations
Cultural Fit Analysis
The candidate's academic projects demonstrate a proactive approach to learning and applying AI/ML concepts. The diversity of projects (student performance, virtual painter, distress detection, chatbot) shows a broad interest in different AI applications. Participation in team projects indicates a willingness to collaborate. The internships, though short, show initiative. However, the psychometric test score is a concern regarding cultural fit, as it might indicate challenges in areas like teamwork or adaptability. Further assessment would be needed to understand the specific areas of concern.
Soft Skills & Operational Fit
The candidate's project descriptions indicate experience in team projects, suggesting an ability to collaborate. The 'Advanced Software Engineering Job Simulation' and 'Software Engineering Certification' imply an understanding of SDLC and agile methodologies. However, the psychometric test score (260/500) suggests potential areas for development in logical reasoning, work attitude, stress handling, or team collaboration, which are critical for operational fit in a senior role. More data is needed to make a definitive assessment.