Resume | Saksham Gupta

Projects

Portfolio Website [Site] [GitHub]

Developed a responsive, space-themed personal portfolio using React, Vite, and Tailwind CSS and deployed it on Vercel to showcase projects and skills

Adaptive Mini-RAG [GitHub]

Built a custom decoder-only transformer (3M params) from scratch with multi-head attention, positional embeddings, and causal masking — no high-level APIs
Implemented entropy-based confidence estimation to dynamically control retrieval, reducing vector store queries by 40-50%

InitFlow [GitHub]

Built InitFlow, a TypeScript-based VS Code extension that automates GitHub repository creation with tech-stack-aware boilerplate generation (README, LICENSE, .gitignore, CI/CD workflows) for 8+ frameworks including Node.js, React, Python, and Go
Integrated GitHub REST API (Octokit) with secure token storage using VS Code's SecretStorage API, enabling one-command repository setup with automatic git initialization, commit, and push workflows

Flight Sniper Agent [GitHub]

Engineered an autonomous agent using Python, LangChain, and Gemini Pro that orchestrates real-time Google Flights API (SerpApi) calls to fetch and rank domestic routes, featuring custom data filtering logic and a Streamlit interface to reduce active search time by ~90%

Code Compiler [Wireframe] [GitHub]

Built a modern, browser-based code compiler in a team of 3 using React and Monaco Editor, integrated with Docker to support real-time execution for C++, Python, and JavaScript
Enabled secure, containerized code execution via Docker and Express.js, implemented error handling and execution timeouts to enhance stability and user feedback

Work Experience

Oilandgasclub.com July 2024 – September 2024

Content Developer / SEO Intern [Certificate]

Crafted high-performing, SEO-driven content for the energy sector by leveraging SEMrush and technical keyword research to elevate organic search rankings and drive meaningful audience engagement
Collaborated with cross-functional marketing and creative teams to align content with industry trends, utilized performance analytics (KPIs) to optimize strategy, and ensured cohesive messaging across digital campaigns

Education

PES University

BE, Computer Science CGPA [7.66, Distinction Award in 3rd Semester]

Bengaluru, Karnataka
2023 – 2027

Methodist High School, ISC [87%, Perseverance Award]

Kanpur, 2023

Sheiling House School, ICSE [97.2%]

Kanpur, 2021

Volunteer

Sponsorship Coordinator — Maaya '24 Fest

Certifications

Problem Solving on Hacker Rank [Certificate]

Skills

Front-End: HTML/CSS, JavaScript, React, TypeScript, Tailwind CSS, Monaco Editor

Back-End: Node.js, Express, REST APIs, Docker

AI / ML: Transformers, Retrieval-Augmented Generation (RAG), LangChain, LLM Orchestration, Vector Search

Languages: Python, TypeScript, JavaScript, C, Java

Tools: Git/GitHub, VS Code Extension API, GitHub REST API (Octokit), Streamlit, Figma

Systems & DevOps: Docker, Containerized Execution, CI/CD Workflows