Who is Jsh??
Technical Expertise
Engineering Intelligence into the Future
Hi, I’m Jsh Agarwal, an AI + ML Engineer and GenAI Builder with a passion for Fintech. A final-year B.Tech student at SPIT Mumbai with a Minor in Management from SPJIMR, I'm dedicated to building AI-first systems that think, adapt, and drive smarter decisions in finance and beyond.
A New Era of Intelligent Systems
“GenAI-powered. Finance-aware. Built for impact.”
Leveraging cutting-edge Generative AI and machine learning, I craft solutions that don't just process data—they understand it, predict from it, and transform it into actionable insights, specifically for the dynamic world of finance.
About Jsh Agarwal
1
Academic Foundation
Final-year Electronics & Telecommunication student at SPIT Mumbai (7.88 CGPA), complemented by a Minor in Management & Finance from SP Jain Institute, bridging technical expertise with financial acumen.
2
AI/ML Prowess
Extensive hands-on experience building GenAI tools, advanced equity research models, and robust ML systems across 5+ impactful internships, showcasing practical application of theoretical knowledge.
3
Leadership & Innovation
Co-founder of a thriving 50+ member Finance Club and leader of multiple hackathon-winning teams, demonstrating strong leadership and a consistent drive for innovation and problem-solving.
4
Strategic Vision
A unique blend of engineering rigor, product thinking, and deep financial understanding, always seeking to join frontier teams that solve complex AI/ML challenges at scale, pushing the boundaries of technology.
Technical Expertise
Core Proficiencies
  • Languages: Python, Java, SQL
  • AI/ML Frameworks: PyTorch, Scikit-learn, HuggingFace, Transformers, OpenAI API, LangChain
  • GenAI Specializations: RAG pipelines, fine-tuning LLMs, vector databases (FAISS, ChromaDB), Streamlit, Gradio
Development & Finance Tools
  • Infra & Backend: Flask, FastAPI, Postgres, Docker, REST APIs, Azure (ACR)
  • Financial Modeling: yFinance, FinRL, DCF modeling, 8-factor valuation models, Excel, Dashboards
  • Dev & Analytics: Git, VS Code, Jupyter, Linux, Power BI, Figma (basic UI skills)
Professional Experience
1
SmowCode (SWE Intern)
Engineered backend services and developed GenAI products.
2
JM Financials (Equity Research Project)
Constructed comprehensive DCF and 8-factor equity models for in-depth IPO studies of Zepto and Lenskart. Built automated financial analysis notebooks utilizing yfinance and Python, streamlining complex valuation processes and enhancing research efficiency.
3
BFM (Product Intern)
Directed feature development for a pioneering Metaverse Aggregator platform, coordinating efforts across three diverse teams. Authored detailed Product Requirement Documents (PRDs) and shaped the strategic vision for interoperable avatar systems, contributing to a seamless user experience.
4
Finance & Economics Club (Founder + Lead)
Mentored 50+ members in equity research, Python financial tools, and investing logic. Orchestrated a robust publication pipeline for insightful reports, interactive dashboards, and dynamic financial tools, fostering a strong community of future finance professionals.
Highlight Projects
Showcasing innovation from AI-powered finance to cybersecurity. All projects are available with code or live demos on GitHub.
AlphaSage
A cutting-edge GenAI platform for AI-powered financial analysis and insights, driven by advanced LLMs. Features a custom RAG pipeline integrated with yFinance and a Streamlit dashboard, automating earnings reports, DCF summaries, and IPO breakdowns for rapid, accurate financial intelligence. View on GitHub
RakshaSetu
An innovative crime mapping and ML-based prediction dashboard designed for Indian cities. Utilizes visual clustering with Geopandas and sklearn models to identify crime hotspots and predict future incidents. Successfully presented at a national-level crime-tech competition. View on GitHub
Breacher
A powerful Infosec OSINT tool equipped with over 20 modules for ethical hacking. Features a fast Python CLI interface and a modular reconnaissance pipeline, enabling efficient and comprehensive information gathering for security professionals. View on GitHub
HVAC IoT System
A smart HVAC controller integrating sensor data with predictive energy modeling. Built with Arduino and Python, featuring dashboard integration for real-time monitoring and optimized energy-saving operations, demonstrating practical IoT application. View on GitHub
Awards & Achievements
1
Hackathon Victories
Secured multiple hackathon wins at prestigious institutions like IIIT Nagpur, VJTI, and SVNIT, demonstrating versatility across GenAI, logistics, strategy, and security challenges.
2
Knowledge Dissemination
Authored and shared research reports, innovative tools, and compelling demos via GitHub and LinkedIn, contributing to the broader AI/ML and finance communities.
3
Operational Excellence
Successfully led ₹15L+ travel operations with SkyHigh, meticulously handling logistics for over 300 students, showcasing strong organizational and leadership capabilities beyond technical roles.
Upcoming Insights & Learnings

Stay tuned for my upcoming publications and deep dives into the evolving landscape of AI and finance.
  • Blog Series: Exploring GenAI architecture patterns specifically tailored for fintech startups, offering practical insights and strategic considerations.
  • Case Studies: In-depth analyses on advanced LLM fine-tuning techniques and optimized vector search implementations for real-world applications.
  • Thought Leadership: Delving into critical discussions on prompt engineering best practices and a comparative analysis of FinRL versus traditional quantitative models in financial markets.
Let’s Connect & Collaborate
I am actively seeking roles where I can apply my expertise and passion for building intelligent systems. I am open to opportunities in:
  • AI/ML Engineering
  • GenAI Infrastructure & Product Teams
  • Fintech Startups building with LLMs
Reach out to discuss potential collaborations or career opportunities:
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