Shilok Kumar
Creating with code. Small details matter.
Overview
Social Links
About
I'm Shilok Kumar. I build AI products and software for businesses.
These days I'm splitting my time between client work at Verxeon and a year-long AI Engineering Fellowship at Risk Professionals, where I'm developing an AI product with guidance from industry mentors while completing my final-year project.
When I'm not working on a project, I'm usually trying out a new idea, rebuilding something I think could be done better, or reading about how other people approach the same problem. I enjoy the process as much as the finished product.
GitHub Contributions
Stack
Blog
Experience
- Developing an AI-based commercial product under the mentorship of experienced industry professionals.
- Conducting applied AI research and transforming innovative concepts into production-ready software.
- Collaborating with cross-functional mentors and a university faculty supervisor throughout the product development lifecycle.
- Building scalable AI systems while applying modern LLMs, automation workflows, and software engineering best practices.
- Contributing to research, product design, prototyping, and technical implementation as part of a year-long fellowship.
- Artificial Intelligence
- LLMs
- AI Product Development
- Machine Learning
- Software Engineering
- Research & Development
- Product Development
- Python
- AI Automation
- Co-founded Verxeon, a software company that helps ambitious businesses build smarter systems and scale faster.
- Own client communication from first call to final delivery — understanding what clients actually need and making sure we deliver on it.
- Work closely with the team on project strategy, scoping, and execution keeping things moving and making sure everyone's aligned.
- Help shape how Verxeon grows from the clients we take on to the way we position ourselves in the market.
- Client Relations
- Project Strategy
- Business Development
- AI & Software Solutions
- Product Scoping
- Team Collaboration
Automata AI Tecnologies
I’ve collaborated with international clients to design and build cutting-edge AI-driven solutions that solve real business challenges. Recently, I developed a complete Customer Support System that automates emails, reporting, B2B offer proposals, and lead generation, along with AI voice calls in multiple languages all connected through a powerful, centralized dashboard. My focus is on creating intelligent AI automations and agentic systems that simplify complex workflows, boost efficiency, and deliver measurable impact for businesses worldwide.
- LangChain
- LangGraph
- N8n
- Make.com
- Zapier
- Supabase
- Chatbots
- Agile
- Teamwork
- Research
- Problem-solving
Education
Projects(10)
End-to-end AI interview prep platform that turns a resume and a job posting into a fully personalized AI coaching session — automatically. Built for the Lavapunk Devpost Hackathon.
- 📄 Resume parsing and skill extraction via Groq (Llama 3.3 70B)
- 🔍 Automated job discovery and skill gap analysis with SerpAPI
- 🌐 Web scraping + summarization of the best learning resources via Tavily
- 🧠 Custom RAG pipeline with HuggingFace embeddings and cosine similarity search
- 💬 AI interview coach that knows your resume, the role, the company, and your curated knowledge base
- Next.js 15
- TypeScript
- RAG System
- Groq / Llama 3.3 70B
- GPT-4o
- HuggingFace Embeddings
- Supabase
- Tavily AI
- SerpAPI
- Web Scraping
- AI Pipeline Engineering
Honors & Awards(5)
Certifications(4)
Brand
