Hi, I'm Amaresh
Software Engineer & ML Engineer
Specialized in full-stack development, machine learning research, and scalable system architecture. Currently pursuing B.Tech at IIIT Allahabad, building innovative solutions that create real world impact.
Experience & Education
A journey through advanced research, innovative development, and continuous learning.
Professional Experience
Research Intern
IIIT Allahabad - Advanced AI Research Lab
Architected cutting-edge optimizations for YOLO-UniOW by implementing TinyCLIP integration, achieving 40% parameter reduction while maintaining detection accuracy for edge deployment scenarios.
Engineered sophisticated product review summarization pipeline using FB-Thinker with multi-reward backward refinement methodology. Orchestrated fine-tuning of LongFormer, LLAMA, and BERT models on Product-CSum dataset (1800+ reviews), delivering significant BERT Score improvements.
Software Developer Intern
ChainLyzer Solutions - AI Platform Division
Revolutionized EdTech platform's Q&A system by implementing intelligent response processing algorithms, significantly enhancing accuracy and user experience through advanced NLP techniques.
Education
Bachelor of Technology in Information Technology
Indian Institute of Information Technology Allahabad
Currently in 6th sem with focus on Advanced Algorithms, Machine Learning, and Software Engineering.
Higher Secondary Education (CBSE)
Hem Sheela Model School, Durgapur
Completed with excellent academic performance 93.80% in Mathematics, Physics, and Computer Science.
Projects & Solutions
Innovative solutions crafted with cutting-edge technologies. Each project represents a journey from concept to deployment, showcasing technical expertise and problem-solving capabilities.
AmaVerse: Agentic RAG Chatbot
Built a production-ready RAG chatbot platform with seamless data import from multiple sources.
Implemented secure authentication with Google Sign-In, OTP verification, and rate-limiting.
Integrated Stripe for payments and enabled collaborative chatbot sharing.
Job Screening Agent
Developed a multi-agent AI system for automated job screening using LLMs and vector similarity.
Implemented end-to-end pipeline from resume parsing to interview scheduling using Langchain.
Integrated SentenceTransformers and Pinecone for efficient candidate-job matching.
Expense Tracker WhatsApp Bot
Created an AI-powered WhatsApp bot for automated expense tracking and categorization.
Implemented smart query processing using LangChain AI agents.
Built budget alert system and transaction analytics.
Product Review Summarization & Classification
Used FB-Thinker to improve review summarization coverage and coherence.
Fine-tuned LongFormer and BERT for multi-aspect classification tasks.
Early Weather Warning System
Developed a system to publish and notify severe weather alerts using OpenWeather API.
Built an admin portal for managing location-specific alerts and severities.
Web Content Summarizer Extension
Built a browser extension for AI-powered webpage content summarization using Gemini 1.5.
Implemented custom prompts and API integration for personalized insights.
Interested in collaboration?
Explore more projects and contributions on GitHub, or reach out to discuss potential collaborations.
Skills & Technologies
A comprehensive toolkit of technologies and frameworks that power innovative solutions and drive digital transformation.
Programming Languages
Frontend Development
Backend Development
Databases
DevOps & Tools
Specialized Technologies
Continuously learning and adapting to emerging technologies to deliver cutting-edge solutions.
Achievements & Recognition
Key milestones that demonstrate my commitment to excellence in academics, technology, and innovation
JEE Main Top Performer
Achieved Percentile of 99.4 in JEE (Main), placing among the top 0.6 percent of candidates nationwide
RMO Qualifier
Successfully qualified for the Regional Mathematics Olympiad (RMO)
CTF Competition Winner
Secured 2nd rank in CTF conducted in Aporaksha (techfest at IIITA) among 100+ teams
Tata Imagination Challenge 2024
National Semi-Finalist among 300,000+ participants in the Tata Group competition
Competitive Programming
Solved 600+ questions of data structures and algorithms across various online coding platforms
Engineers’ Ring of Honour 2025
Achieved Rank 120 in the Engineers’ Ring of Honour 2025, a prestigious national-level competition conducted by the Naukri campus
Let's Connect
Ready to collaborate on exciting projects or discuss new opportunities? I'd love to hear from you.
Get in Touch
I'm always open to discussing new projects, creative ideas, or opportunities to be part of your vision. Let's create something amazing together!
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Want to know more about my experience?
Download my resume for a comprehensive overview of my skills, experience, and achievements.
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