Full Stack Engineer with less than a year in web development, machine learning, and security.
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Full-stack web developer with a strong focus on building secure, high-performance applications. Published creator of an innovative browser extension, with additional knowledge in machine learning fundamentals. Passionate about integrating security and modern technology to deliver reliable, user-centric solutions
Symbiosis Institute of Technology, Nagpur
B.Tech. · Computer Science and Engineering
August 1, 2022 – June 30, 2026
Maharashtra State Board
Secondary
N/A – May 31, 2020
Maharashtra State Board
Senior Secondary
N/A – May 31, 2022
EchoRec: Client-Side Screen Recording Browser Extension
June 1, 2025 – August 1, 2025
Developed a privacy-first screen recorder using Manifest V3 and the Offscreen Documents API, enabling high-performance video capture that processes and saves all data on the user's local machine. Engineered the core user interface and recording logic, including pause/resume functionality, leading to a successful publication on the store. Handled edge cases such as tab switching, permission revocation, and browser shutdown events to maintain recording integrity and prevent data loss. Successfully published EchoRec to the Chrome Web Store, following rigorous QA, performance benchmarking, and Google's extension review process. The extension received positive feedback for its lightweight footprint and privacy-first architecture.
Multilingual Cryptocurrency Sentiments Analyzer
January 1, 2025 – April 1, 2025
Fine-tuned XLM-ROBERTa (transformer) using PyTorch + Hugging Face for multilingual cryptocurrency sentiment classification (Positive, Negative, Neutral), achieving 91% validation accuracy. Integrated keyword-based overrides (e.g., FOMO → Negative, HODL → Neutral) to capture domain-specific crypto slang missed by standard training. Built a FastAPI REST backend to serve the trained model with GPU/CPU fallback, ensuring scalable and efficient real-time inference. Designed a fully interactive HTML/CSS frontend (with custom animations, gradients, and professional typography) for sentiment input and visualization of predictions. Implemented a real-time multi-input prediction interface that supports multiple tweets/sentences at once, automatically displaying results with colored cards, emojis, and hover effects. Delivered an end-to-end deployable system where users can paste multilingual crypto posts (English, Arabic, German, French, etc.) and instantly receive sentiment predictions.
View ProjectMultimedia Steganography System
January 1, 2025 – April 1, 2025
Engineered a secure steganography system by integrating strong encryption algorithms (e.g., AES-256, Twofish) with multiple data-hiding techniques, including LSB, DCT, and DWT. Implemented a robust key derivation pipeline using PBKDF2HMAC to generate encryption keys from user passwords, embedding a unique salt with the ciphertext inside the image for secure data retrieval. Designed an interactive, client-side web interface using HTML and CSS to ensure user privacy by processing all encryption and embedding operations directly within the browser.
View ProjectCertified Application Developer(CAD)
Servicenow
June 1, 2026 – Present
Certified System Administrator(CSA)
Servicenow
June 1, 2026 – Present
Cloud Computing Foundations
June 1, 2026 – Present
The Web Developer Bootcamp By Colt Steele
Udemy
June 1, 2026 – Present
Database Foundations
Oracle Foundations
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's project portfolio shows a diverse range of interests, from browser extensions to machine learning and steganography, indicating a curious and adaptable mindset. The focus on privacy-first design and robust security aligns with best practices. While the experience is primarily academic and personal, the ambition to publish and deliver end-to-end systems suggests a drive for tangible outcomes. The breadth of skills (web dev, ML, security) indicates a willingness to learn and apply new technologies, which is a positive for cultural fit in an innovative environment.
Soft Skills & Operational Fit
The candidate's project descriptions indicate a proactive approach to problem-solving, attention to detail (e.g., handling edge cases in EchoRec), and a user-centric mindset. The successful publication of a browser extension suggests project management and quality assurance capabilities. The academic projects demonstrate an ability to work on complex, multi-faceted systems.