Ashish A.

Key Skills

Software

Other

Top Subject Matter

Medical image classification (chest X-rays, lung disease detection)

NLP summarization from speech transcripts

Resume text evaluation and NLP-based rating

Top Data Types

Audio

Text

Image

Top Task Types

Diagnosis

Text Summarization

Prompt + Response Writing (SFT)

Freelancer Overview

Lung Disease Prediction — Medical Image Classification (Personal). Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Engineering, Birla Institute of Technology (BIT), Ranchi (2027). AI-training focus includes data types such as Medical, DICOM, and Audio and labeling workflows including Diagnosis, Text Summarization, and Evaluation.

Labeling Experience

Local Jarvis AI Assistant — RAG + Local LLM + Vision (Personal)

OtherTextPrompt + Response Writing (SFT)

Designed and deployed a fully offline voice-activated AI assistant using a local LLaMA model with a retrieval-augmented generation (RAG) pipeline. The system maps to LLM security training concepts such as prompt injection and tool-call abuse vectors by structuring how inputs and retrieved context influence responses. While no explicit supervised fine-tuning dataset is described, the project operationalizes response generation from labeled/grounded retrieval content. • Implemented a RAG pipeline with local vector embeddings for context-grounded responses • Integrated Vosk STT, OpenCV for vision, and text-to-speech for multimodal interactions • Structured the assistant architecture to test/handle prompt injection and agent-based SSRF patterns • Produced voice-command-to-response behavior using local model inference

2025 - Present

AI Resume Evaluator — NLP & ATS Scoring (AI Developer Project)

OtherText

Created an AI resume evaluation pipeline that analyzes resume text structure, skill coverage, ATS score, and career alignment. This includes producing computed ratings/scores and feature-based assessments that function as labeled outputs for evaluation. The project does not describe manual annotation, but it performs AI-driven labeling of resume attributes into assessment categories. • Analyzed resume structure and extracted relevant skill coverage indicators • Computed ATS-style scoring and career alignment outputs • Generated evaluation features from resume text for downstream scoring • Built an NLP pipeline applicable to AI-based text analysis

2024 - Present

Speech-to-Text Summarization System (Personal)

OtherAudioText Summarization

Developed an end-to-end speech-to-text summarization system that converts audio into transcripts and then produces summaries using Transformers. The project includes extracting salient content for both extractive and abstractive summarization, effectively creating training/evaluation pairs from transcripts. Explicit annotation instructions are not provided, so the labeling effort is reflected as structured text generation from processed speech. • Performed audio preprocessing and speech-to-text using Vosk • Built extractive and abstractive summarization over transcripts using Transformers • Implemented tokenization, topic extraction, and sentence ranking for summary selection • Developed a UI for real-time transcript and summary generation

2024 - Present

Lung Disease Prediction — Medical Image Classification (Personal)

OtherDiagnosis

Built a lung disease detection model for chest X-ray images using CNN and transfer learning. The work involved creating an image preprocessing and data augmentation pipeline to improve robustness for medical imaging classification. No explicit human annotation workflow is described, so labeling is treated as dataset preparation for training/diagnosis tasks. • Applied data preprocessing steps and augmentation strategies to the chest X-ray dataset • Tuned hyperparameters to optimize diagnostic classification performance • Prepared training-ready image inputs for model learning • Used medical image datasets for supervised diagnosis classification

2024 - Present

Education

Work History