Crafting useful systems with thoughtful AI and backend engineering.
I design backend-first products and applied AI workflows that solve real problems. My work spans ML evaluation, production APIs, and scalable data systems.
My Tech Stack
02 — Experience
Where I've worked.
Machine Learning Intern
@ CoE-AIE- —Built an end-to-end multimodal ML pipeline using audio and textual data from 140+ real-world clinical interview sessions.
- —Automated speech isolation and feature extraction workflows, reducing preprocessing time by ~40%.
- —Engineered and evaluated paralinguistic and textual features using COVAREP, training models with improved F1-score.
- —Designed reproducible training and evaluation workflows with feature-importance–driven error analysis.
LLM Evaluation Analyst
@ Outlier- —Evaluated LLM outputs for hallucination, factual accuracy, reasoning and policy adherence across diverse task types.
- —Designed adversarial and edge-case prompts to stress-test LLM behavior and identify systematic failure modes.
- —Applied prompt engineering techniques (few-shot, CoT) to improve output consistency across task domains.
- —Conducted qualitative and quantitative analysis of response quality to improve LLM evaluation workflows.
03 — Projects
Selected work.
Click to expand ↓
Orderly
SageML
04 — Publications & Achievements
Research & recognition.
Published Work
SageML: An Automated Machine Learning Pipeline Framework
Generative Artificial Intelligence: Technology and Applications, Chapter 8
CRC Press
ORDERLY: An Intelligent Hybrid Platform for Online Shopping System
17th International Conference on Contemporary Computing (IC3-2025)
Noida, India
Certifications & Achievements
Data Science Professional 2025
Oracle Certified Professional
Principles of Generative AI
Infosys Springboard
API Fundamentals Student Expert
Postman Academy
State Rank 8 — National Science Olympiad
Achievement
05 — Contact
Let's build
something.
Open to internships, full-time roles, and interesting collaborations. Whether it's a backend system, an AI pipeline, or a research project — reach out.
