Aspiring to be an AI/ML Engineer. I'm also interested in content writing. I believe in my ability to convery things.
Machine Learning Intern
Cognifyz tech
- Integrated and fine-tuned generative AI models with customized validation pipelines, improving prediction accuracy by 12%
- over established evaluation baselines.
- • Architected and optimized a production RAG pipeline using ChromaDB, reducing data lookup latency and improving retrieval
- throughput for agentic AI query workflows.
- • Redesigned feature preprocessing and data engineering pipelines end-to-end, increasing dataset preparation throughput by
- 20% and reducing bottlenecks for downstream model training.
Joyverse — Emotion-Adaptive AI Educational Platform
Built an end-to-end agentic AI platform for children with dyslexia that adapts gameplay difficulty in real time via facial emotion recognition (webcam → OpenCV → FER → LangChain difficulty agent → game engine). • Engineered a transformer-based FER model (PyTorch, HuggingFace) with over 85% accuracy across 7 emotion classes at ~30 FPS; OpenCV preprocessing improved robustness on low-light and occluded inputs. • Deployed a FastAPI backend with MongoDB session persistence across 50+ learner profiles (~40% lower retrieval latency); tracked 15+ training runs with MLflow. • Built a therapist-facing React.js dashboard with emotion heatmaps and engagement scores, cutting manual progress-review effort by an estimated 60%.
Autonomous AI SQL Agent for Business Intelligence
Architected a stateful LangGraph agent that converts natural-language queries into PostgreSQL, decoupling session state from conditional execution graphs for multi-turn SQL loops with full state persistence. • Built an async FastAPI backend with API versioning (/api/v1), centralized CORS middleware, and Pydantic-validated models; used strict prompt isolation to constrain LLM output to valid SQL and eliminate prompt-injection risk.
B.E
Keshav Memorial Engineering College
Intermediate
Narayana Junior College
Internship completion Certificate
Cognifyz tech
Jun 2026
Attendee · Oct 24, 2026