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  • Pune

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Nilam1406/README.md

Hi πŸ‘‹, I'm Nilam Wadhavane

πŸš€ Data Scientist | ML Engineer | Generative AI | GCP Certified

πŸ“ Pune, India β€’ πŸ“§ nilamwadhavane123@gmail.com


🧠 About Me

✨ Data Scientist working on real-world AI systems for Google (via Agivant Technologies)
⚑ Specialized in Machine Learning, NLP, Deep Learning & Generative AI
☁️ Strong expertise in GCP (Vertex AI, Dataflow, Pub/Sub, BigQuery)
πŸ” Building real-time scalable ML pipelines & AI-driven automation systems
🎯 Focused on LLMs, Agentic AI, and production-grade ML systems


πŸš€ Currently Working On

  • πŸ€– LLM-based AI applications & Prompt Engineering
  • ⚑ Real-time ML pipelines using Apache Beam + GCP
  • 🧠 Agentic AI systems using MCP & Google ADK
  • πŸ“Š Improving model performance & deployment (MLOps)

πŸ† Impact & Achievements

  • πŸ₯‡ Spotlight Award Winner (2025)
  • πŸ“ˆ Boosted operational productivity by 20% using AI systems
  • πŸ”Š Processed 5M+ audio files & 500K+ monthly calls
  • 🎯 Built ML systems achieving ~90% accuracy
  • ⚑ Delivered real-time AI pipelines at scale (GCP)

πŸš€ Featured Work

πŸ”Š Audio Intelligence System (Google Project)

AI system for call center audio quality analysis

  • 🎧 Detects Background Noise, Echo, Low Volume
  • 🧠 Built using YAMNet (Transfer Learning)
  • ☁️ Deployed on GCP (Vertex AI + Dataflow + BigQuery)
  • πŸ“Š Generates AI-driven CSAT scores
  • πŸ“ˆ Improved support efficiency by 20%

πŸ€– Figma β†’ Code AI Agent

Converts design β†’ production-ready code

  • 🧩 Built using MCP Servers (Google ADK)
  • ⚑ Generates Next.js applications
  • πŸ—οΈ Auto folder structure (industry standard)
  • 🎯 Accuracy: 70–80%

🚨 Real-Time Anomaly Detection (NIDS)

Network Intrusion Detection System

  • πŸ€– Models: Random Forest, XGBoost, Isolation Forest, KNN
  • ⚑ Accuracy: ~90%
  • πŸ” Pipeline: Apache Beam + Pub/Sub + Dataflow + BigQuery
  • πŸ“Š Dashboard with real-time alerts (Looker)

πŸ’Ό Experience Snapshot

Role Company Highlights
Data Scientist Agivant (Google Project) AI systems, GCP pipelines, LLMs
ML Engineer Synopsys Forecasting models, feature engineering
ML Intern IIT Jodhpur Multilingual NLP model

πŸ› οΈ Tech Stack

πŸ’» Languages

Python SQL C++

πŸ€– AI / ML

Scikit-learn TensorFlow PyTorch NLP Computer Vision LLMs

☁️ Cloud & MLOps

GCP Vertex AI BigQuery Pub/Sub Dataflow
MLflow Kubeflow TensorBoard

βš™οΈ Tools

Apache Beam Docker Git Postman Jupyter Looker Power BI


πŸ“œ Certifications

  • 🟒 GCP Professional Machine Learning Engineer
  • πŸ”΅ Azure Data Engineer Associate
  • ☁️ GCP Cloud Digital Leader
  • πŸ€– Google AI Agents Certification

πŸ“Š GitHub Insights


🌐 Let's Connect

GitHub β€’ LinkedIn β€’ HackerRank β€’ LeetCode


πŸ’¬ Personal Note

"I don’t just build models β€” I build scalable AI systems that solve real-world problems."


Pinned Loading

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    An android based application using Flutter which will allow us to run Linux Commands through our android Mobile Phones.

  2. Health-and-Fitness Health-and-Fitness Public

    An android based Health and fitness app that can guide you to do your daily fitness activities. It also includes other features like water reminder with notification, step counter, health calculato…

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    An android app, which detect plant diseases using machine learning model.

  4. Agriculture_Management_System Agriculture_Management_System Public

    An Agriculture Management System Which allows farmers to sell their products directly to customers. Users can directly buy fresh vegetables, grains, and fruits from the farmers through this website…