Nicholas Russo

Nicholas Russo Nicholas Russo Nicholas Russo

Morris Plains, NJ 07950 

(973)‑407‑0722

nicholasjrusso11@gmail.com

Contact

Nicholas Russo

Nicholas Russo Nicholas Russo Nicholas Russo

Morris Plains, NJ 07950 

(973)‑407‑0722

nicholasjrusso11@gmail.com

Contact

Professional Experience

 

  • AI Integration Engineer @ GTBM / Info-Cop Currently, I serve as an AI Integration Engineer at GTBM / Info-Cop, where I architect and deploy advanced Graph RAG systems that integrate frontier LLMs with knowledge graphs, GNNs, late-interaction retrieval, and multimodal embeddings. Working in a high-security, regulated law enforcement intelligence environment, I build production-grade analytics engines for large-scale trace datasets, optimize vector stores (HNSW), and develop dynamic prompt engineering tooling that enables real-time behavior adjustments without redeployment. This role has sharpened my expertise in delivering reliable, low-latency AI solutions that drive significant operational impact.
  • Co-Founder @ SignalWatch AI I co-founded SignalWatch AI, a fintech platform that delivers AI-powered stock market insights through real-time sentiment analysis, technical chart analytics, and proprietary machine learning models. From architecting the core cloud infrastructure on AWS to fine-tuning OpenAI models and leading go-to-market strategy, I helped build a product that achieved 61.5% directional accuracy in beta and attracted a 500+ early-access waitlist.
  • Software Engineer @ Wealth Creation Innovations As a Software Engineer and Technical Project Manager at Wealth Creation Innovations, I led cross-functional teams to design and deliver end-to-end AI applications for financial report automation and customer segmentation. My work directly contributed to a 40% reduction in manual processing time and supported a successful $250K pre-seed raise.
  • Algorithmic Trader (Self-Employed) Between roles, I designed and backtested machine learning-driven trading strategies (Random Forest, Logistic Regression) that integrated technical indicators with financial news sentiment, achieving an 18% improvement in directional accuracy and a Sharpe ratio >1.5.
  • Founder @ OakBridge Web Design I founded OakBridge Web Design, delivering custom WordPress solutions for clients that improved organic traffic by up to 40% and honed my skills in full-cycle project management, UI/UX, and client communication.
  • Software Developer Intern @ The Depo App I began my professional journey as a Software Developer Intern at The Depo App, implementing CI/CD pipelines, resolving critical codebase issues, and optimizing performance

Education

 

 

My educational journey at the New Jersey Institute of Technology (NJIT) was both challenging and rewarding, shaping me into the dedicated engineer I am today. Earning my Bachelor’s degree in Computer Science in May 2024, I developed a strong foundation in data structures, machine learning, artificial intelligence, and software engineering. My academic achievements were recognized with placements on the Honor Roll in 2020, 2021, and 2024, a testament to my consistent dedication and progress.


Beyond coursework, NJIT provided me with invaluable hands-on experience, from leading technical projects to refining my skills in algorithm design and AI development. This education not only equipped me with the technical expertise to build scalable, AI-driven solutions but also instilled in me the drive to solve complex, real-world problems in the tech and financial sectors.


Further complementing my formal education, I earned a Prompt Engineering Specialization Certificate from Vanderbilt University, deepening my expertise in AI model fine-tuning and natural language processing. This certification has enhanced my ability to develop AI-powered applications, reinforcing my passion for leveraging cutting-edge technology to drive innovation and efficiency

Skills

 

 

As a Computer Science graduate now with multiple years of professional experience building production AI systems, I specialize in AI applications and machine learning, with deep expertise in technologies like retrieval-augmented generation (RAG), knowledge graphs, graph neural networks (GNNs), vector stores (FAISS/HNSW), multimodal embeddings, and dynamic prompt engineering for agentic LLM workflows. My toolkit also spans PyTorch, TensorFlow, OpenAI fine-tuning, ETL pipelines, cloud infrastructure (AWS/Azure), and full-stack development when needed. I approach every new tool or framework with the mindset that if it exists, I can master it, adaptability and rapid learning have been key to staying at the forefront of AI in fast-moving, high-stakes environments.

What truly sets me apart, however, is my ability to communicate complex technical concepts clearly and persuasively to diverse audiences. Whether leading teams across time zones, delivering investor-ready pitch decks that helped secure $250K in funding, teaching advanced Python and AI concepts to students, or translating intricate Graph RAG architectures into actionable insights for stakeholders, I excel at bridging the gap between deep technical work and real-world impact. Strong presentation and collaboration skills ensure that my solutions not only work flawlessly but also drive alignment, productivity, and measurable results.

About Me

 In an era where artificial intelligence has fundamentally reshaped the nature of knowledge, I believe intelligence is no longer defined by the volume of information one possesses, but by the speed and depth with which one can assimilate, synthesize, and apply it. The internet began this democratization, collapsing barriers to information, but AI has accelerated it exponentially, rendering static expertise less a differentiator and more a transient state. The chasm between novice and master is narrowing rapidly; what separated them yesterday can be bridged tomorrow through deliberate, AI-augmented learning. This shift is profoundly liberating, it frees us from the old constraints of specialization, where one must choose to be a master of one domain or risk being a master of none. Instead, it invites us toward a renaissance ideal, becoming masters of many, unbound by niche, continually expanding the boundaries of what we can understand and achieve.

This perspective, born from years immersed in building and deploying advanced AI systems, has transformed how I approach life itself. Rather than hoard knowledge in a single domain, I actively seek to broaden my horizons, applying the same principles of rapid adaptation and synthesis to pursuits beyond code. To truly live, one must embrace challenges that enrich both body and mind, knowing that AI’s greatest gift is the time and capacity it grants us to explore the full spectrum of human experience.

In my free time, I do Brazilian Jiu-Jitsu, wrestle, rock climb, mountain bike, snowboard, ski, hike, and off road. I have yet to see AI do any of those... however it is AI in my case that has allowed me to spend less time grinding through basics and more time pushing limits, forging connections, and savoring the depth and breadth of what it means to be alive.

Professional Profiles

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