Ishika Jain
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AI/ML Engineer • Ishika Jain
AI/ML Engineer • Generative AI Specialist • MLOps Expert

Ishika Jain

Specialized AI/ML Engineer with 1+ years of experience developing production-ready AI solutions. Expert in conversational AI avatars, vision-language models, and scalable MLOps pipelines. Proven track record of reducing operational costs by 80% while improving system accuracy to 96%+.

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Ishika Jain - AI/ML Engineer
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Professional Summary

96%

AI Model Accuracy Achieved

80%

Cost Reduction Delivered

1000+

Concurrent Sessions Scaled

5

Production Systems Deployed

Professional Journey

Building the future of AI, one innovation at a time

Aug 2025 – Present

Edysor Edutech Solutions Pvt. Ltd.

AI/ML Engineer • Noida, Delhi NCR
  • Created custom AI avatar using advanced open-source models with 96% generation accuracy, reducing costs by 80%
  • Built context-aware messaging AI bot with modern frameworks, reducing manual query handling by 95%
  • Designed VLM-powered OCR pipelines with cloud storage integration, improving extraction accuracy by 96%
  • Implemented RLAIF to optimize voice AI calling systems, achieving 89% better speech naturalness
  • Led automated AI video generation pipeline with enterprise SDKs, scaled to 1k+ concurrent sessions
  • Implemented conversational avatar systems with 98% response accuracy
Apr 2025 – Jul 2025

Consint Solutions Pvt. Ltd.

Data Scientist Intern • Noida
  • Built end-to-end VLM pipeline for passport entity extraction, improving accuracy from 30.45% to 98.06%
  • Established benchmarks for open-source models achieving 20% faster evaluation
  • Developed scalable inference pipelines enabling 10k+ daily document extractions with sub-second latency
  • Implemented LoRA-based fine-tuning of VLMs on healthcare data
Dec 2023 – Jun 2024

Global Infoventures Pvt. Ltd. (NVIDIA Partnership)

AI-ML Trainee • Ghaziabad
  • Annotated 5500+ images using Roboflow and applied augmentation techniques
  • Fine-tuned YOLOv7 for multiple projects achieving 95% accuracy
  • Deployed real-time inference pipelines using Flask, FastAPI, Docker, and Kubeflow on NVIDIA DGX-A100
  • Built PPE Kit Detection, Multi-Person Face Recognition, and Parking Sticker Recognition systems

Technical Skills

Mastering the tools that shape tomorrow

🤖 Digital Humans & Neural Architectures

UNet Architecture HuBERT Features Audio-Driven Lip Sync Facial Landmarks Digital Human Generation Real-time Rendering Audio-Visual Synchronization Neural Face Generation Edge Computing

🧠 Advanced AI & LLM Systems

RAG Pipelines Vector Embeddings VLM Integration LLM Fine-tuning LoRA/PEFT Conversational AI Document Intelligence Prompt Engineering Multi-Modal AI OpenAI Gemini LLaMA

👁️ Computer Vision & Deep Learning

YOLOv7/YOLOv8 Face Recognition dlib OpenCV PyTorch Neural Networks Object Detection Real-time Processing GPU Computing Multi-Person Tracking Safety Monitoring

🎮 Algorithm Design & Game AI

MinMax Algorithm Alpha-Beta Pruning Game Logic Design Pygame AI Opponents State Management Move Validation Game Development

🌐 Full-Stack & Cloud Infrastructure

Flask FastAPI AWS S3 Docker MySQL Database Management Chatbot Development REST APIs Cloud Deployment Scalable Systems

💻 Development & Data Science

Python Pandas Scikit-learn NumPy Machine Learning Tkinter GUI Git Linux Recommendation Systems Data Processing

Featured Projects

Innovation through code and creativity

Advanced AI Smart Glasses System

Developed a revolutionary AI-powered smart glasses system with proprietary computer vision algorithms and real-time neural processing capabilities... Read more

Python Deep Learning Computer Vision Neural Networks Edge Computing Real-time Processing

Advanced VLM-Powered OCR & RAG Pipeline

Comprehensive end-to-end vision-language model pipeline with integrated RAG architecture for intelligent document processing... Read more

VLM RAG Pipeline Large Language Models Vector Embeddings AWS S3 Chatbot FastAPI LoRA

Ultralight Digital Human - Audio-Driven Lip Sync

Revolutionary end-to-end audio-driven talking face system with UNet-based neural architecture... Read more

UNet Architecture HuBERT Features PyTorch Computer Vision Facial Landmarks Audio-Visual Sync AWS Docker

Advanced Face Recognition Attendance System

Comprehensive student attendance management system with real-time face recognition supporting multiple faces... Read more

Python OpenCV Tkinter MySQL Face Recognition Database Management

Production-grade face recognition system with real-time multi-person identification capabilities... Read more

Python dlib face_recognition Docker GPU Computing

Flask web application for detecting Personal Protective Equipment violations using YOLOv7... Read more

Python Flask YOLOv7 Computer Vision Safety Monitoring

A real-time system that detects driver fatigue by monitoring eye closure and triggers alerts to help prevent accidents. Uses advanced computer vision techniques to analyze facial landmarks and eye aspect ratios for accurate drowsiness detection.

Python OpenCV dlib

Built a system that detects and tracks multiple vehicles in real-time using YOLOv8, providing accurate vehicle counts. Features advanced object tracking algorithms for traffic monitoring and analysis applications.

YOLOv8 OpenCV Python

Content-based movie recommendation system using TMDB 5000 dataset that suggests similar movies based on user preferences. Features Flask web interface and deployed with Heroku for scalable recommendations.

Python Flask Pandas Scikit-learn Machine Learning

Complete chess engine implementation featuring move validation, check/checkmate detection, pawn promotion, castling, en passant, and AI opponents. Includes MinMax algorithm with Alpha-Beta pruning, move animation, highlighting, and comprehensive game state management.

Python Pygame AI Algorithms MinMax Alpha-Beta Pruning Game Logic

Python implementation of the classic Flappy Bird game featuring animated welcome screen, responsive controls, score tracking, and sound effects. Includes enhanced visual elements with gradient effects and improved gameplay mechanics. Read more

Python Pygame Game Development

Achievements & Recognition

Milestones that define excellence

GATE Qualified 2025

Computer Science (CS) & Data Science/AI (DA)

Research Paper

Accepted in Journal of Analytical Science and Technology (JAST)

1st Runner-Up

Ideathon 1.0 & 2.0 - Led team to victory with cash prize

Google Cloud Arcade

Earned AI & GenAI skill badges in 2025

NVIDIA AI Summit

Mumbai 2024 - Insights on AI advancements

Hackathon Leader

IIIT Delhi Hackathon - 24-hour project delivery

Internal SIH Runner-Up

AI solutions for under trial prisoners

Chess Champion

2nd Runner-Up at State Level AKTU Sports Fest

Let's Connect

Ready to collaborate on transformative AI solutions

I'm always excited to discuss new opportunities, innovative projects, or potential collaborations. Whether you're looking for AI/ML expertise or want to explore the future of generative AI together, let's start a conversation.

Email
17ishikajain@gmail.com
LinkedIn
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Location
Noida, Delhi NCR
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