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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Data Scientist with less than a year in Python, Machine Learning, and Generative AI.
Detail-oriented M.Sc. graduate and Fresher Data Scientist / Machine Learning Enthusiast with strong fundamentals in Python programming, Data Science, Machine Learning, Artificial Intelligence, and SQL. Skilled in data analysis, statistical modeling, data visualization, and developing predictive models using Python, Pandas, NumPy, Scikit-learn, and MySQL. Seeking an entry-level opportunity to apply analytical thinking, problem-solving abilities, and modern data technologies to build intelligent, data-driven solutions and contribute to organizational growth.
Naresh i Technologies (NIT), Hyderabad
Professional Training · Data Science, Machine Learning, AI & Data Analytics
August 1, 2025 – June 30, 2026
Smt. Kasturbai Walchand College, Sangli
Master of Science (Computer Science) · Computer Science
August 1, 2023 – June 30, 2025
Padmabhushan Dr. Vasantraodada Patil Mahavidyalaya, Tasgaon
Bachelor of Computer Science (B.Sc) · Computer Science
August 1, 2020 – June 30, 2023
Piton Systems Pvt. Ltd.
Software Developer
December 1, 2025 – Present
India
Retrieval-Augmented Generation (RAG) System - Chat with PDF
March 1, 2026 – March 1, 2026
• Designed and implemented a Retrieval-Augmented Generation (RAG) pipeline for intelligent PDF-based question answering using LangChain and FAISS. • Applied NLP techniques including text chunking, vector embeddings using HuggingFace Sentence Transformers, and semantic similarity search for accurate information retrieval. • Integrated LLaMA 3 (70B) through the Groq API and LangChain to enable context-aware conversational responses. • Developed a user-friendly Streamlit interface for real-time document-grounded question answering and interactive PDF chat functionality.
Generative AI, LangChain & Streamlit
NIT HYD
June 1, 2026 – Present
Python, Data Science, SQL, MySQL, Data Analytics
NIT HYD
June 1, 2026 – Present
Machine Learning & Artificial Intelligence
NIT HYD
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's project diversity, particularly the RAG system, aligns well with modern data science and AI trends. The combination of academic background, professional training, and a short professional experience as a Software Developer, along with a clear interest in Data Scientist/Machine Learning roles, suggests a motivated individual eager to apply their skills. The breadth of technical skills listed (Python, ML frameworks, databases, web frameworks) indicates adaptability and a willingness to learn diverse technologies. However, the limited professional experience (6 months) means cultural fit is primarily inferred from academic and project alignment.
Soft Skills & Operational Fit
The candidate's project descriptions indicate an ability to design and implement complex systems (RAG pipeline) and collaborate with cross-functional teams (Piton Systems). The focus on user-friendly interfaces (Streamlit) suggests an understanding of practical application and user experience. However, without specific soft skill assessments or interview data, a deeper evaluation of operational fit and collaboration style is limited.