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AI Engineer with 1+ years in Python, Data Engineering & AWS
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Software Engineer with strong foundations in Python, Data Engineering, and Cloud (AWS), complemented by hands-on experience in building scalable AI-powered applications. Experienced in developing production-ready systems using Flask, Streamlit, and REST APIs, with a deep understanding of how data flows through real-world systems. Built multiple end-to-end projects involving data pipelines, analytics, and deployment. Passionate about solving real engineering problems and continuously learning modern system design..
MCKV INSTITUTE OF ENGINEERING
B.Tech · Computer Science and Engineering (AI and ML)
August 1, 2022 – June 30, 2026
Ardent Computech Pvt. Ltd.
Technical Project Intern
January 1, 2026 – Present
Kolkata, West Bengal, India
Edunet Foundation / AICTE (VOIS for Tech Program)
Conversational Data Analytics Intern
September 1, 2025 – October 1, 2025
India
IEMA Research & Development Pvt. Ltd. - IEMLabs
AWS Cloud Practitioner Intern
July 1, 2025 – October 1, 2025
India
Hive Tech
Artificial Intelligence / Machine Learning Intern
January 1, 2025 – August 1, 2025
India
Edunet Foundation
Artificial Intelligence / Machine Learning Intern
December 1, 2024 – February 1, 2025
India
Hiring Nexus - Neural Interface
January 1, 2025 – December 1, 2025
Developed an internal-facing recruitment web application (Flask) to streamline candidate filtering using the Gemini API for AI-powered insights and detailed summary generation. Optimized the customizable scoring system, demonstrating the ability to classify candidate relevance with 90%+ matching accuracy.
View ProjectAI Trading System
January 1, 2025 – December 1, 2025
Architected and implemented an AI trading system utilizing Time Series Analysis and a TensorFlow trend prediction model to generate real-time trade signals. Integrated a proprietary backtester for Continuous Training (CT) evaluation and established a Google Sheets logging system for transaction auditability, delivering instant trade alerts via the Telegram Bot API.
View ProjectInterviewGPT (AI Mock Interview)
January 1, 2025 – December 1, 2025
Built and deployed the InterviewGPT web application (Flask/HTML/CSS/JS) to dynamically generate role-based interview questions. Evaluated candidate answers using the Gemini LLM, demonstrating a scalable platform capable of assessing responses across diverse technical roles.
View ProjectNetflix Content Type Predictor (Data Analysis & ML)
January 1, 2025 – December 1, 2025
Developed and trained a Logistic Regression model on 7,789 titles, achieving perfect scores (95% + Accuracy, Precision, Recall, and F1-score) in binary classification of content type (Movie/TV Show). Engineered a feature set of 53 binary and numerical variables, including Number of Cast and release date components, to maximize predictive power. Conducted EDA demonstrating high class imbalance (Movies: 5,379 vs. TV Shows: 2,410) and quantified key trends: average movie duration of 99.31 minutes and top content contributors (United States: 3,297, India: 990).
View ProjectIntelliDebug
January 1, 2025 – December 1, 2025
Developed and deployed a web-based Python debugger (Flask) that provides real-time, AI-powered error explanations and fix suggestions leveraging Google Gemini AI. Features include safe, sandboxed execution and immediate syntax validation, demonstrably reducing developer debugging time.
View ProjectFarmer-Friend (AI Assistant)
January 1, 2025 – December 1, 2025
Developed a context-aware Generative AI Assistant suite leveraging the Mistral API and NLP techniques. Engineered a scalable Flask/Streamlit application to deliver real-time recommendations (crops/fertilizers) based on user-provided soil and location data.
View ProjectAirbnb Listing Price Analysis & EDA
January 1, 2025 – December 1, 2025
Conducted comprehensive EDA on a large-scale dataset of 102,599 Airbnb listings across 26 features. Applied data cleaning and preparation techniques to handle missing values, providing data-driven insights into host performance and neighborhood demand.
View ProjectAI-Powered Email Spam Classifier
January 1, 2025 – December 1, 2025
Developed a web application for high-accuracy email spam classification leveraging Gemini LLM. Mastered Prompt Engineering techniques to reliably extract structured, JSON-based output for downstream integration and deployed a real-time dashboard for enhanced user data tracking and export capabilities.
View ProjectPlant Disease Detection System using CNN
January 1, 2025 – December 1, 2025
Containerized and deployed a specialized CNN model (TensorFlow) via Streamlit to classify 38 plant disease classes, achieving 85%+ accuracy in real-time prediction environments, processing data scaled from 63,000+ images.
View ProjectDeep Research Assistant (RAG Architecture)
January 1, 2025 – December 1, 2025
Engineered a robust, production-ready Agentic RAG (Retrieval-Augmented Generation) system using LangChain and the Gemini API for deep, context-aware analysis of large-scale, multi-document PDF sets. Implemented persistent conversation history and optimized the pipeline architecture to handle complex queries via an interactive Streamlit deployment interface.
View ProjectAskademia
January 1, 2025 – December 1, 2025
Built an enterprise-style Generative AI agent for document analysis and secure Q&A. Implemented complex multi-modal processing (PyMuPDF, Pandas, NumPy) to accurately extract text, tables, and figures, and integrated with the ArXiv API to directly search, download, and analyze academic papers.
View ProjectIntroduction to Natural Language Processing Certificate
Infosys Springboard
June 1, 2025 – Present
Introduction to Business Intelligence Certificate
Infosys Springboard
June 1, 2025 – Present
Introduction to Artificial Intelligence Certificate
Infosys Springboard
June 1, 2025 – Present
Introduction to Data Science Certificate
Infosys Springboard
May 1, 2025 – Present
Getting Started with Artificial Intelligence Certificate
IBM
March 1, 2025 – Present
Cultural Fit Analysis
The candidate's diverse range of personal projects, covering various AI/ML applications from predictive models to generative AI agents and trading systems, showcases a broad interest and proactive learning approach. Their involvement in educational outreach and leadership roles further highlights a collaborative and growth-oriented mindset. The projects align very well with the target role of an AI Engineer, demonstrating a strong passion and practical application of AI/ML concepts. The breadth of skills across different AI/ML domains, cloud platforms, and data tools indicates adaptability and a willingness to explore new technologies.
Soft Skills & Operational Fit
The candidate demonstrates strong initiative and leadership through hackathon wins and team leadership roles. Their active YouTube channel for AI/ML content creation indicates a passion for learning and sharing knowledge, which aligns well with a collaborative and innovative work environment. The project descriptions are clear and detailed, suggesting good communication skills in a technical context. The focus on building production-ready systems and optimizing pipelines indicates an understanding of operational excellence.