name: Samhita Kolluri
role: GenAI Engineer & Researcher
education: MS Data Analytics Engineering @ Northeastern University
location: Open to relocation • Boston | SF Bay Area | Remote
what_i_do:
I bridge the gap between Data Engineering and Generative AI.
Specializing in building autonomous multi-agent systems, optimizing
RAG pipelines for stance-aware retrieval, and implementing MLOps
practices for production-ready AI solutions.
domains:
- Multi-Agent Systems (LangChain, AutoGen)
- RAG Optimization (ChromaDB, Pinecone)
- MLOps & Data Engineering (MLflow, Airflow, Docker)
- LLM Fine-tuning (LLaMA-3, GPT-4, BERT)
- Computer Vision (OpenCV, MediaPipe)|
AI-Powered Housing Platform |
GenAI Motion Correction System |
|
LLM-Based HPC Autotuning |
Multi-Agent Orchestration & RAG Systems |
│────────────────────────────────────────────────────────────────────────► NOW
│
2025 ├─► MS Data Analytics Engineering @ Northeastern University (Graduated Dec)
│ GTA: Applied GenAI • Data Storytelling • Curriculum Design
│ Courses: MLOps • NLP • GenAI w/ LLMs • LLM-based Agents
│
├─► AI Research Engineer Co-op @ Humanitarians AI
│ Multi-Agent Systems • Memory Layers • LLaMA-3 Fine-tuning
│
2022 ├─► Senior Data Engineer @ Cognizant
│ ETL Optimization • Cloud Migration • Pipeline Architecture
│
2021 ├─► Data Engineer @ Cognizant
│ PySpark • SQL • Databricks
│
├─► BTech Computer Science Engineering @ VNRVJIET
│ Data Structures • Algorithms • Machine Learning • Research Publications
│
2020 ├─► Research Intern @ Bennett University
│ CNN Architectures • Computer Vision • Research Papers
│
◄────┴───────────────────────────────────────────────────────────────────────┌─────────────────────────────────────────────────────────────────────────────┐
│ GENERATIVE AI & LLM ENGINEERING │
│ ────────────────────────────────────────────────────────────────────────── │
│ Multi-Agent Systems (LangChain, AutoGen) • LLaMA-3 Fine-tuning │
│ RAG Architecture (ChromaDB, Pinecone) • Prompt Engineering • OpenCV │
├─────────────────────────────────────────────────────────────────────────────┤
│ MLOPS & DATA ENGINEERING │
│ ────────────────────────────────────────────────────────────────────────── │
│ Apache Airflow • MLflow • Docker • Kubernetes • Model Monitoring │
│ Snowflake • PySpark • DBT • CI/CD • GitHub Actions • Jenkins │
├─────────────────────────────────────────────────────────────────────────────┤
│ CLOUD & DEPLOYMENT │
│ ────────────────────────────────────────────────────────────────────────── │
│ GCP (Vertex AI, BigQuery) • AWS (S3, Lambda) • Snowflake Cortex │
│ Azure (ML Studio, Databricks) • PostgreSQL • MongoDB • Redis • Neo4j │
├─────────────────────────────────────────────────────────────────────────────┤
│ FRAMEWORKS & LANGUAGES │
│ ────────────────────────────────────────────────────────────────────────── │
│ Python • SQL • JavaScript/TypeScript • R • FastAPI • Streamlit • React │
│ PyTorch • TensorFlow • HuggingFace Transformers │
└─────────────────────────────────────────────────────────────────────────────┘
- 🔐 Post-Quantum Cybersecurity Through Lattice-Based Cryptography - IJERT, Vol. 14, July 2025
- 🦠 AI-Based Screening Systems for COVID-19 - IEEE I2CT Conference, April 2022
- 📄 Patent: AI and IoT-Based Integrated Approach for COVID-19 Prevention, December 2021
- 🤖 From Theory to Practice: Research Driving PhysioPro's AI Motion Correction
- 🧮 Math in Safety of LLM-based Agents? Yes, Evil Geniuses
- 🎨 Understanding Generative Adversarial Networks
- 🎯 GenAI in Action: From Idea to Prototype - Workshop on LLM workflows & deployment (Nov 2025)
- 🏆 Hackathon Mentor - Supported 1,300+ participants, 9 workshops, $10K+ prizes (Jul & Nov 2025)
- 📊 Academic Projects to Research - ISTE seminar for 120+ students at VNRVJIET (Dec 2023)
🎭 Behind The Terminal
- 🏆 Hackathon Circuit: Building AI solutions under pressure - BrandAI, Voice-operated systems
- 📚 Learning: Advanced RAG patterns, Multi-agent orchestration, Production LLM deployment
- ⚽ Outside Tech: Football (debugging needs cardio), Films, F1 Racing
- ☕ Fuel: Coffee-driven development
- 🔍 Open to Opportunities: Seeking AI/ML roles where I can build systems that matter
╔═══════════════════════════════════════════════════════════════════════╗
║ ║
║ "Translating complex research into production-ready endpoints" ║
║ ║
║ Open for: GenAI Engineering | MLOps | Multi-Agent Systems ║
║ ║
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