🌟 Diving Deep into LLM Agents (MOOC - UC Berkeley) |❄️ Snowflake + Oracle AI Search | 🔥 Exploring LangChain, RAG, CrewAI, Semantic Kernel, MCP

Certifications on the Horizon

  • Snowflake SnowPro Core Certification (Scheduled)
  • Oracle AI Vector Search Professional (Scheduled)
  • TensorFlow Developer Certification (Planned)

Building My Future Map

  • MLOps Foundations: Model Deployment, Monitoring, Data Pipelines
  • Graph Machine Learning (GNNs): Connecting Data Beyond Tables
  • Synthetic Data Generation for Smarter Training Models
  • Full-Stack AI Engineering
  • Mastering MCP (Model Context Protocol)
  • Advancing Agentic Systems: CrewAI, Semantic Kernel, LangGraph Experiments

Active Explorations

  • Unlocking Potential with LLM Agents + Advanced LLMs: MOOC, UC Berkeley)

Blog Posts / Articles

Pet to Human AI Transformation

Meet Our Pet’s Human Twin: Behind the AI Trend

Explore how multimodal AI, diffusion models, vector similarity and more come together to reimagine pets as humans. A viral AI trend meets deep tech: embedding math, semantic search, personality mapping, and bias reflections.

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LinkedIn Pulse

Build with AI – My 2nd Google Cloud Event - NYC

Build with AI – Google Cloud NYC
Explored Gemini 2.5 and Google’s Agent Development Kit (ADK) to build modular agents, deploy via containers, implement CI/CD, and orchestrate multi-agent workflows (MCP + A2A) using LangGraph and LangChain.

Case Study: InstaVibe — an AI-enhanced social event platform tackling engagement gaps. Designed agents to automate interest discovery, activity research, and group coordination, boosting platform stickiness through personalized AI assistance alongside Googlers.

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NYC vLLM Meetup

NYC x vLLM | AMD | IBM | Meta (PyTorch) | Red Hat
Technical meetup focused on optimizing LLM inference at scale. Gained insights into vLLM, torch.compile, Mamba, AMD hardware acceleration, and cutting-edge techniques like KV caching, quantization (FP8/FP16), and paged attention. Connected with engineers from Meta, IBM, AMD, and the Red Hat team.

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Fabric Analyst in a Day Workshop

Fabric Analyst in a Day – Microsoft NY x Ventagium Data Consulting
Explored concepts and hands-on labs on OneLake, Delta tables, Data Factory, Power BI, and end-to-end Microsoft Fabric workflows with Ventagium.

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Google AI Event

Google Build With AI NYC
Explored multi-agent systems, Vertex AI apps, and built an AI teaching assistant alongside Googlers.

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Snowflake Meetup

Snowflake Meetup
Dived into the modern data stack, AI-ready pipelines, and cloud-scale architecture discussions.

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Whiteboard Brainstorms

Momentum Meter

“Stay curious, keep building, and don’t wait for perfect — ship it, shape it, sharpen it.”

Fueling me lately: GenAI x mental health ideas, Hugging Face collabs, and micro-hackathons ⚡