Abhinav G.

Key Skills

Software

Other

Top Subject Matter

Machine Learning (Heart disease prediction

Recommendations Domain Expertise

Automation) Domain Expertise

Top Data Types

Video

Top Task Types

Function Calling

Text Summarization

Freelancer Overview

Machine Learning Trainee at Optimum Data Analytics Pune (Training/ML development). Brings 1+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Master of Science, AlmaBetter and IIT Guwahati (2024). AI-training focus includes data types such as Computer Code and Programming and labeling workflows including Evaluation, Rating, and Function Calling.

Labeling Experience

YouTube Video Summarizer and Q&A System at Optimum Data Analytics Pune (Generative AI development)

OtherText Summarization

Programmed an AI-powered YouTube summarization and Q&A system using Whisper and LangChain. Generated automated summaries for long-form video transcripts and enabled contextual Q&A from video URLs via semantic retrieval. Reduced end-to-end video analysis and manual review time through automated transcript processing and retrieval. • Built Whisper + LangChain summarization pipeline for YouTube content • Produced summaries for 500+ minutes of videos • Enabled contextual Q&A using semantic retrieval via DeepLake • Automated transcript processing to cut video analysis time

2026 - 2026

RAG-Based AI Search Chatbot at Optimum Data Analytics Pune (Generative AI training/dev)

OtherFunction Calling

Developed a RAG-based AI search chatbot using LangChain tool-calling agents and Bing Search to improve query accuracy. Engineered dynamic context retrieval pipelines using DeepLake to support tool-assisted question answering. Enabled real-time web-based Q&A with more relevant responses, reducing manual research effort. • Implemented LangChain tool-calling agents for web search augmentation • Built context-aware retrieval pipelines with DeepLake • Delivered real-time web Q&A with tool calling for accurate responses • Improved response relevance and reduced manual research workload

2026 - 2026

Machine Learning Trainee at Optimum Data Analytics Pune (Training/ML development)

Other

Completed supervised machine learning training for a Heart Disease Prediction System using ensemble models and achieved high predictive performance. Integrated the model with an interactive Streamlit dashboard to support real-time inference rather than manual labeling. Delivered automation improvements for related operational workflows that complemented the ML training work. • Built ensemble ML models and validated accuracy on a heart disease dataset • Deployed the system via Streamlit for immediate predictions • Automated ordering and approvals using Power Automate • Orchestrated a FastAPI service for a TMDB-based movie recommendation engine

2026 - 2026

Education

Work History