Generative AI Engineer with less than a year in Python & Machine Learning.
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Assessing your cultural and operational fit
AI & Machine Learning Engineer with strong foundations in Python, Data Structures, Machine Learning, Deep Learning, and Generative AI. Experienced in building LLM-powered applications, predictive models, NLP systems, and Edge AI solutions. Passionate about developing scalable, real-world AI systems that solve practical business problems.
G.S. Moze College of Engineering
Bachelor of Engineering · Computer Engineering
August 1, 2022 – June 30, 2026
Sumago Infotech Pvt. Ltd.
Data Science & AI/ML Intern
December 1, 2024 – February 28, 2025
Pune, Maharashtra, India
Customer Support Chatbot (LLM-based)
June 1, 2026 – Present
Designing an LLM-powered customer support chatbot to handle FAQs and user queries. Implementing prompt engineering for accurate and context-aware responses. Planned integration of RAG (Retrieval-Augmented Generation) using company documents/knowledge base. Focus on scalable API-based deployment. Tech: Python, LLMs, OpenAI API / Hugging Face, Prompt Engineering, NLP
Resume Analyzer using LLM
June 1, 2026 – Present
Building an intelligent LLM-based resume screening system. Extracting key skills, experience, and education from resumes. Matching resumes against job descriptions using semantic similarity & embeddings. Generating AI-driven feedback and resume improvement suggestions. Tech: Python, NLP, LLMs, Embeddings, Generative AI
CrowdShield – Edge AI-based Crowd Monitoring System
June 1, 2026 – Present
Developed an Edge AI solution for real-time crowd analysis. Converted deep learning models into TensorFlow Lite (TFLite) for optimized on-device inference. Designed low-latency alert generation for abnormal crowd behavior. Integrated ML models with Flask backend. Tech: Python, TensorFlow Lite, OpenCV, Edge AI, Flask
AI Chatbot for College Admission Queries
June 1, 2026 – Present
Designed an AI chatbot to handle admission-related queries. Implemented NLP-based intent detection and contextual responses. Future scope includes LLM & RAG integration. Tech: Python, NLP, Transformers, Generative AI
Content-Based Movie Recommendation System
June 1, 2026 – Present
Built a recommendation engine using TF-IDF and Cosine Similarity. Processed textual movie metadata for personalized recommendations. Tech: Python, Pandas, Scikit-learn
Dynamic Pricing System (Machine Learning-Based)
June 1, 2026 – Present
Developed a dynamic pricing model to optimize product prices based on demand, competition, and historical sales trends Performed data preprocessing, feature engineering, and exploratory data analysis Implemented regression-based models to predict optimal pricing Evaluated model performance using RMSE and R² metrics Designed pricing strategy logic to simulate real-time price adjustments Focused on revenue optimization and demand forecasting Tech: Python, Pandas, NumPy, Scikit-learn, Matplotlib, Regression Models
Data Science, Data Analytics & AI Developer
Codenera Pvt Ltd.
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's project diversity, ranging from LLM-based chatbots to Edge AI and traditional ML systems, indicates a broad interest in AI applications and a willingness to explore different domains. The focus on 'scalable, real-world AI systems that solve practical business problems' aligns well with a results-oriented culture. The mention of 'Continuous Skill Development' as an interest further supports a growth-oriented mindset, which is positive for cultural fit. However, all projects are personal, and the internship is short-term, limiting insight into collaboration within a larger organizational structure.
Soft Skills & Operational Fit
The candidate's resume highlights leadership in project management (task allocation, timelines, deliverables) and team support, indicating good operational fit and potential for collaboration. The diverse project portfolio suggests a proactive and problem-solving mindset. However, without specific behavioral assessment data, a deeper evaluation of soft skills like conflict resolution, adaptability, and advanced communication in a team setting is limited.