Credentials &
The Archives
A record of continuous learning and applied research. Fusing cloud-scale infrastructure with neural network inquiry.
Holographic Certifications
AWS Certified Cloud Practitioner
Foundational understanding of AWS Cloud services, architecture, pricing, and support. Validated cloud literacy and deployment best practices.
Database Management System (DBMS)
National Programme on Technology Enhanced Learning (NPTEL) certification from Indian Institute of Technology, Kharagpur. Comprehensive coverage of DBMS concepts, SQL, normalization, and transaction management.
Introduction to C++ Completion Certificate
Coding Ninjas certification covering C++ fundamentals, object-oriented programming, data structures, and algorithmic problem-solving.
Digital Archive: Publications
Index 2023 – 2024Evaluating the Performance of Fake Face Detection Methods in Forensics
Developed an ML model using Local Binary Patterns and classification techniques, compared multiple algorithms for fake face detection in forensic applications.
IJITCE
Optimizing Prediction of Security Data Using Feature Selection and Ensembling
Built a machine learning-based network security model to detect intrusions with improved accuracy using ensemble machine learning algorithms on large datasets.
IJITCE
Active Research
Investigating the boundaries of AI reliability, reasoning, and security.
Hybrid Multi-Retriever Orchestration for Long-Term Conversational Memory
Built a RAG orchestration system routing queries across 5 retrievers (BM25, TF-IDF, FAISS, SVM, Time-Weighted) using intent classification and rule-based decision logic. Improved Recall@5 by +18 pts (0.65 to 0.83) on LongMemEval with Qwen2.5-7B and +4 pts on Locomo with LLaMA-3.1-8B.
Agentic Workflow Orchestration for Multi-Step Task Automation
Designing and building agentic AI systems that decompose complex tasks into executable sub-goals, leveraging tool-use, planning, and memory modules. Exploring architectures for autonomous agents that can reason, plan, and act across multi-step workflows with minimal human intervention.
STaR: Self-Taught Reasoner for Mathematical Reasoning
Fine-tuned Llama-3.2-3B-Instruct using STaR rationale-bootstrapping on NVIDIA A100 GPUs, achieving 46.2% on GSM8K (+65% relative gain over zero-shot CoT). Generated 3.5K synthetic hint-conditioned training samples via self-improvement loops, outperforming vanilla SFT (39.2%) by 7 absolute points.
Hackathons & Wins
Combat-tested engineering in high-stakes competitive environments.
JPMorgan Code for Good
National / Remote
NASA Space Apps Hackathon
Chandigarh, India
Model United Nations
Hyderabad, India