Avishkar Arjan
avishkararjan.github.io
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Avishkar Arjan
🌍 Location: Bharat, that is India
📧 Email: avishkararjan@gmail.com
🎓 CV: Drive Link
🔗 LinkedIn: linkedin.com/in/avishkararjan
🔗 GitHub: github.com/avishkararjan
🏆 Research & Work Experience
Indian Institute of Technology, Delhi (Dec 2023 - Feb 2024)
Research Project
- Guide: Dr. Arpan Garai, CSE Dept. IIT-Delhi
- Worked on Neural Radiance Fields (NeRFs) to develop custom volume rendering techniques for reconstructing 3D underwater scenes in Virtual Reality (VR).
📜 View Certificate
String Arts Pvt Ltd (Jan - Mar 2023)
Full Stack Web Development Intern
- Developed “String Backend”, an official management platform using MERN Stack.
- Integrated user authentication, email verification, notifications, CRUD functionality, and a responsive UI.
📜 View Certificate
📄 Publications
LLM Assisted Stock Trend Prediction: A Review
📖 Accepted at: International Conference on Communication, Computer Sciences and Engineering (IC3SE, 2025)
- Supervisor: Prof. Kakoli Banerjee (HoD, CS, JSSATE Noida)
- Analyzes the impact of LLMs like ChatGPT on stock trend prediction.
- Reviews state-of-the-art methodologies in sentiment analysis using news & social media data for stock predictions.
🔧 Personal Projects / Ventures
Nebula — AI Equity Portfolios (May 2025, Ongoing)
- Tool to generate long-term stock portfolios using LLM-based evaluations, prompt engineering, and rebalancing logic.
📌 Demo Video ▶️
Agentic Trader — LLMs Can Trade (May 2025)
- Simulates a trading firm with multi-agent roles assigned across firm hierarchy.
- Achieved ~25% outperformance in 3-month backtest.
📌 GitHub Link
Cosmo — AI Equity Research Reports (2025)
- Tech: Agentic AI
- 📈 Analyze Indian shares 🇮🇳 with deep insights 🔍, verified data 📜, and comprehensive fundamental analysis 📊 to help investors make well-informed decisions 💡✅.
📌 Output demo (PoW)
📌 Project Details
Voyager — Paid Market Data for Free (Mar 2025)
- Equity data scraping and management tool covering all stock-related financial data.
- 📌 Project Details
Neural Radiance Fields (NeRF) Implementation (Oct 2023)
- Tech Stack: PyTorch, Google Colab (T4 GPU)
- Generates 3D neural scene representations from 2D images.
📌 Demo Video
🛠 Skills & Interests
Languages
✔ Python, R, C++, JavaScript
DevOps & OS
✔ Linux (Debian), VPS, Docker, Jenkins, Git/GitHub
GenAI Frameworks
✔ LangChain, Ollama, VLLM, LLM APIs
ML/DL Stack
✔ PyTorch, SK-Learn, XGBoost, Pandas, NumPy
Web Development
✔ MERN Stack, Django, FastAPI
Research Interests:
✔ LLM Reasoning, AI in Equity Investments.
🎓 Education
JSS Academy of Technical Education, AKTU Noida (2021 – 2025)
📌 B.Tech in Computer Science & Engineering (AI & ML Specialization)
📌 CGPA: 8/10
Fr. Agnel School, Noida (CBSE Board)
📌 Class 12th: 95.6%
📌 Class 10th: 92.3%
🎵 Electric Guitar (Rockschool, Delhi School of Music)
- Grade 3: 92% (Distinction)
- Grade 4: 86% (Merit)
🌍 German Language Proficiency (Fit in Deutsch-A1, Goethe Institute)
- Certified in A1 German (New Delhi, 2018)
📜 Certifications
📜 IIT-Delhi Research Project Certificate
📜 ICICDR Conference Certificate
📜 String Arts Pvt Ltd Internship Certificate
📜 Accepted Paper (IC3SE 2025)
🔥 Want to Collaborate?
📩 Feel free to connect via Email or LinkedIn! 🚀