I'm Charan Srinivas — an AI/ML Engineer and Full Stack Developer building intelligent, data-driven software with a track record of delivering high-accuracy AI systems.
(01) Technical Expertise
Machine learning, neural networks, computer vision, NLP — and generative AI work spanning LLM fine-tuning, LoRA / QLoRA, RAG pipelines, and OpenAI APIs.
End-to-end product engineering across React, Angular, Node, Flask, and SQL/NoSQL data layers — shipped with rigor and clean architecture.
Strong fundamentals across systems programming and cloud, with a research-driven approach to rapid prototyping and system design.
(02) Selected Work
Innovative solutions combining AI, full-stack development, and real-world problem solving.
Computer Vision · Aerospace AI
AI-powered aerial vision system for intelligent object detection and scene analysis from drone imagery. Designed for real-time aerial monitoring, enabling automated detection, classification, and situational awareness in large-scale environments.
LLM + Retrieval AI
An AI system that analyzes real-world startup failures and provides strategic business insights using Retrieval-Augmented Generation (RAG). Fine-tuned Qwen LLM with LoRA adapters and implemented vector search pipelines for contextual reasoning.
Audio AI · Music Analysis
AI-powered assistant that analyzes songs and helps guitarists create accurate covers by extracting chords, rhythm patterns, and timing structures. Combines audio signal processing with ML models.
Full Stack Platform
Premium smart dining experience platform with real-time reward tracking, collaborative planning, and seamless payment integration. Modular architecture and curated dining modes.
Computer Vision
Real-time facial recognition system for automated student attendance with webcam integration and an intuitive Flask-based interface.
Civic NLP
AI-driven civic platform that translates complex government policies into multi-level summaries, reducing citizen comprehension time by 70%. Leverages GPT-based sentiment clustering across thousands of public comments.
EdTech AI
AI-driven adaptive assessment system that dynamically adjusts question difficulty and personalizes learning paths to boost engagement. Integrates transformer models for real-time essay evaluation.
Information Retrieval
Distributed search engine with asynchronous crawling, inverted indexing, and TF-IDF ranking achieving sub-100ms query times. Includes auto-complete, spell correction, and cosine-similarity ranking.
Computer Vision
Real-time eye gaze tracking system for detecting face, eyes, and pupil position. Implements adaptive calibration for accuracy under varying lighting conditions.
Medical AI
AI-powered dental image triage system that classifies emergency levels with confidence scoring and provides actionable medical insights.
Data Analytics
Dynamic dashboard system for visualizing Kaggle datasets with real-time filtering and user-driven exploration features.
Security AI
Enterprise-grade AI access control system integrating OCR, NLP, and role-based access control for secure ID verification and anomaly detection.
Audio ML
CNN-powered audio emotion detection using MFCC features for accurate classification. Implements Conv1D and MaxPooling1D for advanced feature extraction.
Healthcare ML
Logistic regression-based medical diagnosis model for binary classification with comprehensive data preprocessing, feature engineering, and probability-based outcome predictions.
Explainable AI · Medical Imaging
Comprehensive explainable AI radiology platform with multi-class disease detection via Vision Transformers, Grad-CAM and LIME visualizations, and vision-language models for natural language report generation.
(03) Career Timeline
(04) Recognition