AI Engineer with less than a year in Python, ML, and Generative AI
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
BCA graduate and current PG Diploma in AI candidate with strong hands-on experience in Python, SQL, data analysis, machine learning, and generative AI. Passionate about turning raw data into actionable business insights. Interested in learning, collaborate remotely and solve real-world problems. Looking for an AI / ML or Data Science & Analytics role to gain industry exposure and contribute to data-driven projects.
Vivekananda College
BCA · Computer Application
August 1, 2022 – June 30, 2025
Edure Learning
PG Diploma · Artificial Intelligence, Gen AI, NLP, Deep Learning, Data Analytics
N/A – June 30, 2026
Customer Sentiment Analysis Pipeline
June 18, 2026 – Present
Preprocessed 10k+ text records and built a TF-IDF ensemble model for sentiment classification. Deployed an interactive Streamlit dashboard for real-time predictions and business insights.
Brain Tumor Classification (Deep Learning)
June 18, 2026 – Present
Trained a CNN with transfer learning on MRI images - data augmentation and normalisation. Achieved high accuracy; deployed on Hugging Face Spaces - end-to-end ML pipeline.
Credit Risk Prediction Model
June 18, 2026 – Present
Cleaned and engineered financial data; achieved 85% accuracy using XGBoost (vs. logistic regression). Summarized key risk insights in Excel/PowerPoint for non-technical stakeholders.
RAG Document Q&A System (Gen AI)
June 18, 2026 – Present
Built a retrieval system to answer questions from PDFs - exposure to LLMs and vector databases. Demonstrated how AI can be used to automate information retrieval for business use cases.
Maven Market Business Intelligence Dashboard
June 18, 2026 – Present
Architected a star-schema data model (Fact/Dim tables) and built ETL pipelines using Power Query to clean, transform, and aggregate raw transaction data. Developed DAX measures for business KPIs including Monthly Profit, Revenue vs Target, Return Rates, and Brand-wise Profit Margins. Designed an interactive executive dashboard with map visuals, trend charts, and drill-down capabilities for analyzing store and product performance.
The candidate scored 94%, indicating a very strong command of Data Science and Artificial Intelligence concepts, with only minimal room for improvement.
Strengths
Cultural Fit Analysis
The candidate's project diversity, ranging from sentiment analysis and credit risk prediction to brain tumor classification and RAG systems, indicates a broad interest and adaptability. The focus on personal projects and continuous learning (PG Diploma) aligns with a proactive and self-driven culture. The target role of 'AI Engineer' is well-aligned with the candidate's demonstrated skills and project experience, particularly in Generative AI and Deep Learning.
Soft Skills & Operational Fit
The candidate demonstrates strong analytical thinking, communication skills (evidenced by presentation awards and project descriptions), and an eagerness to learn. Participation in hackathons indicates problem-solving under pressure and team collaboration abilities. The psychometric test score of 344/500 suggests a moderate fit in areas like logical reasoning and work attitude, with potential for growth in stress handling and team collaboration.
Limitations