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lkasym/README.md

   

    ✦ LAKSHIT MUNDRA — AI SYSTEMS ENGINEER ✦

   

  ◎ AI CORE IDENTITY


I build autonomous AI systems — agentic workflows, decision engines, temporal intelligence models, and automated pipelines that operate independently with reliability and purpose.


Role: AI Intern — Allentics • Degree: B.Tech AI & ML, SIT Pune

   


→ Loading AgentOS Kernel...

→ Initializing LLM Cognitive Layers...

→ Linking Temporal Motion Models...

→ Calibrating Autonomy Nodes...

→ Boot Complete — All Systems Green ◎

   


  ◎ ACTIVE MODULES — CURRENT ENGINEERING FOCUS

  • LLM Workflow Systems — multi-step execution, RAG, tool-use orchestration
  • Autonomous Agents — stateful reasoning, adaptive planning, operational autonomy
  • Video & Temporal ML — optical flow, sequence modeling, medical temporal intelligence
  • MLOps Engineering — reproducible deployment, monitoring, Dockerized pipelines

   


  ◎ EXPERIENCE MODULE

AI Intern — Allentics (Present)

  • Architecting autonomous agent systems
  • LLM-based workflow engines
  • Backend pipelines for deployed intelligence
  • Reliability-focused ML engineering

Web Dev Intern — OM Spare Parts

  • Production web engineering
  • UX & performance optimization

   


    ◎ VERIFIED PROJECT ARCHIVE

Loading dataset of engineered systems… Verification: SUCCESS Projects ready for review.

🔹 NFT Analysis Engine

Signal engineering + ML models for NFT market prediction.

🔹 Deepfake Detection

Hybrid spatial–temporal model for manipulation detection.

🔹 Echocardiogram Temporal Intelligence

Optical-flow + contrastive learning for cardiac phase extraction.

🔹 Smart Dynamic Pricing (RL Simulation)

Agent-based pricing behavior modeling.

🔹 Sentinel-2 Earth Change Detection

Satellite ML workflows for environmental intelligence.

🔹 AstroGo — AI-Driven Astrology System

Vector memory, GPT reasoning, geo-context fusion.

   


    ◎ TECH MATRIX — NEON OPS MODE

 

AI / MLPyTorch, TensorFlow, Sklearn
Temporal / VisionOptical Flow, Motion Encoding
Backend / MLOpsFastAPI, Docker, CI/CD
DataPandas, NumPy, MySQL

   


    ◎ CONTACT INTERFACE ONLINE

     

  ◎ Precision • Autonomy • AI Core Engineering

Pinned Loading

  1. NFT_Analysis NFT_Analysis Public

    NFT Explorer and Price Predictor A comprehensive tool that allows users to explore NFT data, predict NFT prices using machine learning models (Linear Regression, KNN, and LSTM), and visually analyz…

    Python 5 1

  2. AstroGo AstroGo Public

    AstroGo is an AI-powered astrology app combining traditional astrological calculations with modern AI. Featuring GPT-4-turbo and geolocation-based insights, it offers personalized, real-time readin…

    Python

  3. deepfake_project deepfake_project Public

    Python

  4. Predictive-Analysis-of-Environmental-Changes-Using-Sentinel-2-Imagery-and-Machine-Learning Predictive-Analysis-of-Environmental-Changes-Using-Sentinel-2-Imagery-and-Machine-Learning Public

    Python

  5. smart-dynamic-pricing smart-dynamic-pricing Public

    An AI-powered dynamic pricing system using Dueling DQN and customer behavior simulation, with a full-stack React + Flask dashboard for real-time insights and performance benchmarking.

    TypeScript 1 2