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aatmaj28/README.md

Hi there, I'm Aatmaj Salunke

Typing SVG

Email LinkedIn Portfolio GitHub followers


πŸš€ About Me

class AatmajSalunke:
    def __init__(self):
        self.name = "Aatmaj Amol Salunke"
        self.education = {
            "Masters": "Artificial Intelligence @ Northeastern University",
            "Bachelors": "Computer Science & Engineering @ Manipal University Jaipur"
        }
        self.experience = [
            "CMU Research Assistant",
            "AI Quant Finance Engineer @ Borealis Global Analytics",
            "Graduate RA @ DMSB AI Strategic Hub (NEU)",
            "ISRO Scientific Researcher",
            "Adobe Campus Ambassador"
        ]
        self.interests = ["Machine Learning", "Deep Learning", "NLP", 
                         "Computer Vision", "Reinforcement Learning", "Autonomous Agents"]
        self.currently_learning = "Advanced AI Techniques for Real-world Applications"
        self.looking_for = "Internship Opportunities (May 2026 - Aug 2026)"
        self.pronouns = "he/him"
    
    def say_hi(self):
        print("Thanks for dropping by! Let's collaborate on something innovative!")

me = AatmajSalunke()
me.say_hi()

🧠 Current Focus

  • πŸ“š Pursuing MS in Artificial Intelligence at Northeastern University
  • πŸ”¬ Exploring advanced concepts in Reinforcement Learning and NLP
  • 🌟 Building AI solutions that solve real-world problems
  • 🀝 Open to collaborate on futuristic, high-impact projects
AI Research      β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘   80%
RAG Systems      β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘   75%
Autonomous AI    β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘   70%
Computer Vision  β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘   65%
Quant Finance    β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   60%

πŸ’Ό Experience Highlights

πŸ”¬ Research Assistant, Carnegie Mellon University

CryoSAM Implementation for Cryo-Electron Tomography Analysis

  • Developed a Python implementation of CryoSAM, integrating Meta's Segment Anything Model (SAM) with DINO self-supervised learning to enable automated 3D particle segmentation in cryo-electron tomography datasets
  • Achieved 95%+ confidence scores on real HIV particle detection
  • Built comprehensive data processing pipelines handling MRC/tomogram files, implemented 3D propagation algorithms for volumetric segmentation
  • Created visualization tools for analyzing protein structures at nanometer resolution in noisy CryoET data
πŸ“ˆ AI Quant Finance Engineer Intern, Borealis Global Analytics
  • Engineered scalable analytics and AI solutions with retrieval-augmented generation (RAG) to analyze large volumes of user and financial data
  • Significantly improved user engagement, decision-making accuracy, and proprietary financial knowledge discoverability
  • Contributed formal technical documentation and research publications
  • Led development of a scalable AI-based forecasting system using coordinated autonomous components and global sentiment data
  • Generated country-level investment insights, achieving multi-fold performance improvements through optimized execution
πŸŽ“ Graduate Research Assistant, DMSB AI Strategic Hub (DASH)
  • Applied AI & Autonomous Systems Engineer at the D'Amore-McKim School of Business at Northeastern University
  • Developing cutting-edge AI solutions for business applications
πŸ›°οΈ Scientific Research Intern, ISRO
  • Worked in SIPG Department at SAC, enhancing satellite-based weather prediction algorithms
  • Advanced signal and image processing techniques for earth observation
🎨 Campus Ambassador, Adobe @ Northeastern University
  • Leading efforts across campus to raise awareness of Adobe's creative tools by organizing hands-on workshops, peer-learning sessions, and pop-ups
  • Collaborating with student groups, academic departments, and creative clubs to integrate Adobe's tools into campus life
  • Building a community focused on creativity, innovation, and peer support
🌿 Research Intern, NIT Trichy
  • Specialized in Machine Learning applications for the Plants and Botany sector
  • Contributed to three research projects on plant tagging and document recommendation systems
🚦 ML Engineer Intern, WictroniX
  • Contributed to a Government of Gujarat project on traffic and vehicle analysis
  • Improved transportation systems through computer vision and ML
πŸ“Š Data Science Intern, Celebal Technologies
  • Gained hands-on experience in data analysis, modeling, and visualization for real-world projects

πŸ› οΈ Tech Stack

Languages & Frameworks

Python C++ Java JavaScript

AI/ML & Deep Learning

PyTorch TensorFlow Keras scikit-learn Hugging Face LangChain

Data Science

NumPy Pandas SciPy

Web Development

React Next.js Django Flask FastAPI

Databases

PostgreSQL MongoDB MySQL FAISS

Tools & Platforms

Docker Git Postman AWS


πŸ† Featured Projects

πŸ€– AI-Powered Financial Document Q&A Chatbot

GitHub

RAG-based financial insights system leveraging FinBERT, FAISS & LangChain

πŸ“Š 85% higher retrieval accuracy
⚑ 37% faster query response time

πŸ›’ SmartCart

GitHub

AI-driven grocery shopping platform built during Innovate 2025 Hackathon

🎯 Reduced manual shopping effort by 50-60%
πŸ€– LLM-powered smart features

🧬 CryoSAM Implementation

3D particle segmentation for cryo-electron tomography using SAM + DINO

βœ… 95%+ confidence on HIV particle detection
πŸ”¬ Nanometer resolution analysis

πŸ“ˆ Multi-Agent Forecasting System

GitHub

Coordinated autonomous agents for country-level investment insights

🌍 Global sentiment analysis
πŸ“Š Multi-fold performance improvements


πŸ“ Publications

Publication Topic
πŸ“„ Deep Learning-Based Satellite Image Analysis Predicting Land Surface Temperature and Emissivity
πŸ“„ OTPLM: Ontology-Driven Plant Tagging Hybrid Semantics and Strategic Learning
πŸ“„ Enhancing Urban Traffic Management Predictive Modelling and Drone-Captured Image Analysis

🌐 Connect With Me

LinkedIn Portfolio Photography Quora Devfolio


⚑ Fun Fact

When I'm not coding or exploring AI algorithms, you can find me capturing moments through my πŸ“Έ camera, hitting the trails as a πŸƒ trail runner, or planning my next adventure as a fanatic traveler 🌍 – always chasing new experiences! 🧩


πŸ’‘ "The best way to predict the future is to create it."


Snake animation


aatmaj28

If you find my work interesting, consider giving a ⭐!

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