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Lead Consultant Data science and Analytics at Saksoft Limited Pune
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Assessing your cultural and operational fit
Saksoft Limited
Data Scientist
June 19, 2026 – Present
anime-recommender-rag-llm
April 21, 2026 – Present
Production-ready RAG-based anime recommender using vector search and LLMs. Implements semantic retrieval with ChromaDB and generates contextual recommendations via Groq. Includes modular pipeline design and Streamlit UI.
View Projectcredit-approval-mlops
February 1, 2026 – Present
An end-to-end, production-grade credit approval system combining machine learning, MLOps, and inference via FastAPI and Streamlit.
View Projectdiabetes-prediction-dvc-mlflow-mlops
January 31, 2026 – Present
An end-to-end machine learning pipeline for diabetes classification.
View Projectnyc-taxi-trip-duration-mlops
January 9, 2026 – Present
nyc-taxi-trip-duration-mlops — GitHub repository
View ProjectCultural Fit Analysis
The candidate's project portfolio is heavily focused on MLOps and machine learning, which aligns well with a Data Scientist role. The diversity of projects (e.g., crypto, anime recommender, network security, credit approval) indicates a broad interest in applying data science across different domains. However, the lack of team-based projects or explicit collaboration details makes it difficult to fully assess cultural fit beyond technical alignment.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions indicate a focus on end-to-end system development, which suggests a structured approach to problem-solving.