Headline

Data Scientist | Generative AI & LLM Engineering | Deep Learning, NLP & Transformer Models | RAG Systems | Predictive Analytics & Intelligent AI Solutions

About

I’m Sohail Ansari, a Data Scientist with 1 year of experience building AI-driven and data-centric solutions that solve real-world problems. I hold a Bachelor’s degree in Computer Applications (BCA) from ISBM and have developed strong expertise in Data Science, Machine Learning, Deep Learning, Generative AI, and RAG-based systems. I’m passionate about transforming complex data into meaningful insights and intelligent products that improve decision-making and user experiences. My work focuses on combining analytical thinking with practical AI applications to create scalable and impactful solutions. Over the past year, I’ve worked on multiple end-to-end projects involving machine learning, NLP, recommendation systems, and full-stack AI applications. Some of my key projects include: • SkillSync – An AI-powered resume analysis platform that extracts skills, predicts suitable tech roles, and provides personalized career insights using Machine Learning and NLP. • InterviewIQ.AI – A full-stack AI interview preparation platform that generates personalized interview questions from resumes using LLMs, evaluates answers intelligently, and provides actionable feedback through an interactive dashboard. • SaaS Analytics Model – A data-driven SaaS-focused project designed to analyze user behavior, optimize engagement, and generate business insights using predictive analytics and visualization techniques. My technical expertise includes Python, SQL, Machine Learning, Deep Learning, Generative AI, RAG pipelines, NLP, data visualization, and model deployment. I also have hands-on exposure to tools and frameworks through modern AI product development and vibe coding workflows. I’m continuously learning and exploring the latest advancements in AI and Data Science, with a strong interest in building intelligent systems that create measurable business impact. Feel free to connect with me to discuss Data Science, AI, Machine Learning, or opportunities to collaborate on innovative projects.

Location

Indore

Work experience

Data Scientist at Sophos Knowledge Services, May 2025 - Present · 1 yr 2 mos, Indore, As a Data Scientist with 1 year of experience, I specialize in Generative AI, Deep Learning, Transformer architectures, and intelligent AI systems designed to solve real-world business challenges. My work focuses on building scalable AI-driven applications using Machine Learning, NLP, LLMs, and modern deep learning techniques. I have hands-on experience with neural networks, Transformer models, embeddings, attention mechanisms, transfer learning, CNNs, RNNs, LSTMs, and GRUs for NLP and intelligent automation tasks. I also work with prompt engineering, semantic search, vector embeddings, fine-tuning workflows, and retrieval-based reasoning systems. I actively build and experiment with Large Language Model (LLM) applications and Retrieval-Augmented Generation (RAG) pipelines using LangChain, Hugging Face Transformers, FAISS, ChromaDB, and Pinecone to develop intelligent and context-aware AI solutions. My technical stack includes Python, SQL, Pandas, NumPy, Scikit-Learn, TensorFlow, Keras, Hugging Face, and Transformer-based architectures. I also apply model optimization and evaluation techniques including hyperparameter tuning, cross-validation, regularization, interpretability, ROC-AUC, F1-Score, Precision-Recall, RMSE, and MAE. Some of my notable projects include SkillSync, an AI-powered resume analysis platform; InterviewIQ.AI, a full-stack AI interview preparation platform powered by LLMs; and a SaaS Analytics Model focused on predictive analytics and business intelligence. I’m passionate about continuously exploring advancements in Generative AI, Deep Learning, and Transformer-based systems to build scalable and impactful AI solutions.

Education

Data Scientist, Information Technology, Thecorrelation Institute of Data Science and AI

Bachelor of computer application, Computer and Information Sciences and Support Services, ISBM University