Google GenAI Hackathon Winner 2025

Crafting Intelligence with
Generative AI.

AI Engineer & Final-year CS student. I specialize in LLM fine-tuning and high-scale backend ML systems, turning complex research into production-grade reality.

40%
Compute Saved (LoRA)
94%
Model Accuracy
200+
Active SaaS Users
10K+
Records Processed

Detailed Case Studies

Four flagship projects demonstrating full-cycle AI deployment.

Flagship Winner

Artify AI Marketplace Assistant

A GenAI-powered SaaS platform designed for artisans to bridge the digital gap. It automates high-quality product storytelling, narrative generation, and catalog creation.

  • Integrated Gemini LLMs via Vertex AI for high-context content generation.
  • Scaled to 200+ users and processed 10,000+ records.
  • Result: Improved user engagement by 25% for local artisans.
GCP Firebase Gemini LLMs REST APIs

Project Workflow: RAG + Gemini Integration

Optimization Strategy: LoRA-based Transformer Training

AI Engineering / Research

Transformer-Based Intrusion Detection

Built during my tenure at Proact AI Consulting, this system uses Deep Learning to identify anomalous network traffic and DDoS attacks in real-time.

  • Applied LoRA (Low-Rank Adaptation) to fine-tune transformers, cutting compute costs by 40%.
  • Processed 50,000+ packets for supervised training with 94% accuracy.
  • Achieved sub-500ms latency for real-time threat inference.
PyTorch Transformers LoRA Flask
Enterprise Data

Queriums: Natural Language to SQL

A sophisticated engine enabling non-technical users to query relational databases using plain English, bridging the gap between business and data.

  • Implemented schema-aware prompting to reduce hallucinations significantly.
  • Handled 100,000+ rows with a 40% improvement in query accuracy over baseline models.
  • Integrated query validation layers to ensure safe SQL execution.
LangChain SQL Prompt Engineering Streamlit
💬 ➔ 📊
Natural Language to Query Engine
A C T I V E
Automation

JARVIS: AI Desktop Assistant

An advanced voice-activated assistant that automates desktop workflows and provides intelligent responses using the OpenAI API.

  • Integrated Speech Recognition for hands-free system navigation.
  • Automated routine tasks like email management, application launching, and web searching.
  • Utilized OpenAI’s GPT models for context-aware conversational logic.
Python OpenAI API Speech Recognition OS Automation

Achievements &
Recognition

Proof of excellence in global hackathons and continuous learning.

🏆

Google GenAI Exchange Hackathon Winner 2025

Won first place among top-tier competitors by developing Artify AI on Google Cloud Platform.

🚀

Smart India Hackathon (SIH) Internal Winner

Led the team to victory in internal rounds of India's largest government hackathon.

🤗

Hugging Face Model Contributor

Actively contributing to the open-source AI community with fine-tuned transformer models.

Professional Certifications

📜 Train & Fine-Tune LLMs for Production
📜 ML Using Python (SWAYAM/MHRD)
📜 NPTEL Computer Vision (Govt. of India)
📜 AWS Academy Cloud Foundations
📜 IBM Frontend Development
📜 Data Analysis (Databricks)

Technical Arsenal

AI

Artificial Intelligence & ML

LLM Fine-Tuning (LoRA/QLoRA) RAG Architectures Transformers (Hugging Face) PyTorch & TensorFlow LangChain / LlamaIndex Computer Vision (OpenCV) Prompt Engineering Model Evaluation & MLOps

Languages

Python (Expert) Java SQL C++ JavaScript

Backend & SDE

FastAPI Django Flask REST APIs Microservices MERN Stack

Cloud & Infra

GCP (Vertex AI) AWS (EC2/S3/IAM) Docker CI/CD Git / GitHub

Data & Analytics

PostgreSQL MongoDB NumPy & Pandas Matplotlib PowerBI Firebase