AI & Data Science Engineer | LLMs • RAG • Multimodal AI • ML Systems | Building Secure & Scalable Intelligent Solutions
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potato_Disease_helper_RAG_Chatbot
May 8, 2026 – Present
potato_Disease_helper_RAG_Chatbot — GitHub repository
View Projecthybrid-rag-project
April 14, 2026 – Present
Hybrid Retrieval-Augmented Generation (RAG) system combining FAISS and BM25 with RRF fusion, reranking, and strict gating for improved answer accuracy. Deployed using FastAPI with Streamlit frontend.
View Projectsmart-ui-experiment-lab
February 6, 2026 – Present
A React-based UI experimentation tool to compare design variants and track user interactions.
View ProjectAgriculture-Climate-Data-Explorer
November 1, 2025 – November 1, 2025
Project Samarth is an interactive Agriculture & Climate Explorer analyzing rainfall and vegetable crop trends in India. Users can visualize state-wise rainfall, compare regions, explore top-producing districts, and see rainfall-crop correlations via a Python Streamlit app with natural language Q&A support.
View ProjectFake_Instagram_Profile_detection
October 31, 2025 – October 31, 2025
Developed high-accuracy models using Logistic Regression, Random Forest, and Neural Networks to detect fake Instagram profiles. Implemented advanced data preprocessing & feature engineering, improving model scalability and robustness.
View ProjectOverfitting_Underfitting_TensorFlow
July 23, 2025 – July 23, 2025
Demonstrating underfitting, overfitting, dropout, L1 (Lasso), and L2 (Ridge) regularization on Fashion MNIST using TensorFlow
View ProjectAI_Health_Insuarance_phone_agent
January 14, 2025 – January 14, 2025
An AI-powered phone agent for handling customer calls, policy renewals, and payment processing using Twilio and OpenAI APIs
View ProjectText-Analyzer
April 18, 2021 – April 18, 2021
It analizes the context of the text and count the sentences,words,spaces,digits,vowels,uppercase,lowercase etc.
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and demonstrate a strong interest in AI/ML and data science. The diversity of projects, from web development to advanced RAG systems, indicates a curious and self-driven individual. However, the lack of team-based projects or professional experience makes it difficult to assess collaboration and broader cultural fit within a corporate environment. The target role is 'Data Scientist', and many projects align well with this, showing initiative in learning and applying relevant technologies.
Soft Skills & Operational Fit
The candidate's project descriptions suggest an ability to work on diverse problems and an interest in practical application of AI/ML. However, without specific assessment data on communication, logical reasoning, or teamwork, it is difficult to fully assess soft skills and operational fit. The project descriptions themselves are generally clear, indicating a foundational level of communication.