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Manas-Shrivasttav/README.md

Hi, I'm Manas Shrivasttav 👋

Data Scientist in progress · Currently working as Senior Data Analyst

Building at the intersection of Analytics, Machine Learning, and Generative AI. Continuously learning by pursuing Applied Data Science & AI at IIT Delhi — specialising in ML, Agentic AI, and model deployment.


🧠 What I Do

I turn complex, messy data into decisions that matter — through ML, LLM-powered automation, and analytics systems built for scale.

Currently working as a digital analyst for one of the UK's top-2 omnichannel grocery retailers, delivering executive dashboards, digital performance analytics, and data governance frameworks across web and app platforms.

I have also built end-to-end NLP and LLM pipelines — automating content workflows, building Sentence-BERT screening systems, and delivering ML-driven intelligence tools that cut manual effort.


🚀 Featured Projects

Project What it does Tech
🗳️ India Elections NewsBot LLM-powered bot aggregating real-time election news and polls from Twitter Python, NewsAPI, ChatGPT API
📰 Automated AI Newsletter AI pipeline that auto-generates and distributes trend-based newsletters Python, LLM, Automation
🦵 Sports Injury Prediction ML model for early injury detection in professional footballers — AdaBoost best performer Python, Scikit-learn, AdaBoost
🗺️ Cybercrime Clustering - Published Reaserch Paper Clustering of Indian states by cybercrime profile using official ransomware/malware data Python, K-Means, Published @ WeSchool Intl. Conf.
🔍 Information Retrieval using ML ML-based information retrieval system built to know root causes of grievance submitted by citizens to the Govt. Department/Ministry Python, NLP, ML

🛠️ Tech Stack

Languages & Core Python SQL R

Machine Learning & AI Scikit-learn XGBoost AdaBoost Sentence-BERT Few-shot Learning LLMs LangChain Generative AI Agentic AI

NLP & Text NLTK KeyBERT spaCy Text Mining NER

Analytics & BI Adobe Analytics Power BI Alteryx Snowflake

Cloud & Tools Microsoft Azure (DP-300) Postman Selenium JIRA Confluence


📚 Education & Credentials

  • 🏛️ Applied Data Science & AI — IIT Delhi CEP (Mar 2026 – Present) GenAI · Agentic AI · LLMs · Deep Learning · Model Deployment
  • 🎓 MBA, Business Analytics — Christ University, Bangalore (2023)
  • 📜 Microsoft Azure Database Administrator (DP-300) — 2026
  • 📜 LangChain for LLM Application Development — DeepLearning.AI, 2024
  • 📄 Published Research — Cybercrime clustering of Indian states, WeSchool International Conference (ISBN: 978-93-91355-77-7)

🤝 Let's Connect

LinkedIn Email


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  1. Cybercrime-Clustering-India Cybercrime-Clustering-India Public

    Published research — K-Means & Hierarchical clustering of Indian states by cybercrime patterns using PCA | WeSchool Intl. Conference | ISBN: 978-93-91355-77-7

    R

  2. IndiaElection-Twitter-NewsBot IndiaElection-Twitter-NewsBot Public

    LLM-powered autonomous Twitter bot for 2024 India Elections — GPT + NewsAPI + GCP

    Python 1 1

  3. Automated-AI-powered-Newsletter Automated-AI-powered-Newsletter Public

    Multi-model GPT pipeline for automated news digest — few-shot filtering, summarisation, email delivery.

    Python

  4. Sports-Injury-Prediciton Sports-Injury-Prediciton Public

    Multi-class ML model to predict football injury types (ACL, Hamstring, Lower Back, Ankle) | AdaBoost best performer | AUC: 0.85 | Synthetic data via Gretel.ai

    Python

  5. Information-Retrieval-using-ML Information-Retrieval-using-ML Public

    NLP pipeline for root cause analysis of lakhs of public grievances across Govt. Ministries & Departments — LDA Mallet + VADER

    Python