govind pradeep

$ cat experience.log

Where I've been building

  1. Most recent

    Senior Automation & AI Engineer

    AsimovX

    Feb 2024 to Present Remote
    • Own the production AWS pipeline behind GolfTrak's shot data — nine Lambda functions spanning ingest, quality control, alignment, scoring, daily reporting and alerting.
    • Built the automated shot quality-control system: parameter checks, then CNN/ONNX visual verification with an AI fallback, plus a rendered annotated video for human review. 86% recall on range-mode ball-impact detection.
    • Lead a team of annotators producing ground-truth data, and built the desktop tooling they use daily — per-person attribution, a correction and verification workflow, and live physics feedback.
    • Trained and shipped three neural networks predicting spin rate, spin axis and club speed on ~2.4M rows, cutting club-speed error from 20.5 km/h to 1.99 km/h.
    • Built autonomous agents that negotiate, extract and scrape unattended, plus a fleet of five production scrapers collecting 22,000+ records.
    • AWS Bedrock
    • Playwright
    • Lambda
    • DynamoDB
    • ONNX
    • CoreML
    • Flask
    • SwiftUI

  2. AI Engineer

    Accubits Technologies

    Aug 2019 to Dec 2023 Trivandrum
    • Deep Listening — a multi-modal extraction platform: object detection, tagging and description on images; translation and transcription on audio; summarization and keyword extraction on text; a fine-tuned LLaMA with vector-database retrieval.
    • CipBot — a Rasa-built WhatsApp chatbot connecting Cipla's procurement team with vendors, with role-based flows and an admin panel.
    • Trajectus (Computer Instruments) — a DialogFlow IVR chatbot handling medical query calls.
    • Coglide — the "Cori" email service extracting contact details from inbound mail, a "Gx" browser extension syncing marketing data, and the scraping and automation behind both.
    • Emotyx — a backend extracting actionable customer insights from real-time CCTV footage.
    • Also delivered a GPT-3.5 meeting-minutes generator, SQL-injection-hardened API verification tooling, a Selenium scraper across social networks, and a PPE-kit detection module.
    • Hugging Face
    • Fine-tuned LLaMA
    • Rasa
    • DialogFlow
    • Python
    • Selenium
    • GPT-3.5

  3. B.Tech, Computer Science

    Sree Chitra Thirunal College of Engineering

    2019 Thiruvananthapuram
    • Higher Secondary, Computer Science — CBSE, Kendriya Vidyalaya Pattom, 2015.
    • Certification: Python: Programming Efficiently — LinkedIn Learning.