QUEST LOG
Legendary Quests & Epic Achievements
HackHub - AI Recruitment Platform
Epic Quest: Revolutionize Hiring
Sep 2024 - May 2025
Architected an end-to-end AI recruitment platform adopted by industrial firms for high-volume hiring. The platform automates resume ranking and interview processes, reducing manual HR screening time by 80%.
LOOT ACQUIRED
REWARDS EARNED
- ▸80% reduction in HR screening time
- ▸50% improvement in response times
- ▸99.9% system uptime achieved
- ▸Adopted by multiple industrial firms
Million Song Dataset Analysis
Legendary Quest: Big Data Mastery
May 2021 - Aug 2021
Scalable data clustering pipeline categorizing 1M+ songs using PySpark and K-means clustering on AWS EMR. Developed TensorFlow model on play histories and deployed low-latency serving with gRPC.
LOOT ACQUIRED
REWARDS EARNED
- ▸95% user satisfaction rate
- ▸1M+ songs processed
- ▸High-precision genre-based suggestions
- ▸Low-latency serving with gRPC
Ambient Sound Platform
Elite Quest: Audio ML Innovation
May 2024 - Sep 2024
PANNS-based sound event detection for therapeutic audio focused on sleep and productivity. Fine-tuned for high-noise environments and migrated to AWS for 100% scalability.
LOOT ACQUIRED
REWARDS EARNED
- ▸90%+ usability score validation
- ▸88% detection accuracy
- ▸100% scalability on AWS
- ▸UAT with 12+ participants
Studdi Buddi Finder
Mobile Quest: Peer-to-Peer Learning
Sep 2023 - Dec 2023
Engineered a peer-to-peer social networking app using Kotlin and Android Studio, implementing Firebase Realtime Database to facilitate live synchronization of formal on-campus study groups.
LOOT ACQUIRED
REWARDS EARNED
- ▸Live synchronization of study group data using Firebase Realtime Database
- ▸Peer-to-peer matching algorithm for formal on-campus study sessions
- ▸Eliminated student isolation through structured study group formation
- ▸Material Design UI for intuitive mobile experience
Reddit Comment Predictor
Academic Quest: NLP Mastery
Jan 2024 - Apr 2024
BERT-based NLP model predicting comment popularity from 9 years of Reddit history. Fine-tuned BERT with custom MLP head and layer-freezing for efficiency, achieving 18% MAE reduction.
LOOT ACQUIRED
REWARDS EARNED
- ▸18% MAE reduction achieved
- ▸9 years of Reddit history extracted
- ▸10k+ high-engagement posts sampled
- ▸Layer-freezing optimization implemented
COMING SOON
Quests in Development
AI Agent Framework
Quest Locked: Autonomous Intelligence
Coming 2025
Building an advanced AI agent framework for autonomous task completion, multi-step reasoning, and tool orchestration. Exploring LLM-powered agents with memory systems and function calling capabilities.
PLANNED TECH
POTENTIAL REWARDS
- ▸Autonomous task completion
- ▸Multi-step reasoning capabilities
- ▸Tool use and function calling
- ▸Memory and context management