in CV
Forward Deployed Engineer • GenAI & ML Builder

I build LLM copilots,
RAG pipelines & AI products that ship.

AI/ML Engineer with 8× hackathon wins and strong delivery mindset. I love turning ideas into scalable solutions using GenAI, NLP, embeddings, and clean engineering.

RAG • Vector Search OpenAI APIs • Hugging Face Python • Flask • ML 8× Hackathon Winner
Hackathon Wins
RAG
GenAI Systems
92%
ML Accuracy
AK

Aakansh Kasana

Forward Deployed Engineer
B.Tech AIML (2025)

Focus

GenAI • ML • NLP

Strength

Shipping Products

Best Wins

Amazon • NITR • IITD

Featured Work

Not just projects — product-grade systems built with real engineering.

GenAI • RAG

Constitution QA (RAG)

Retrieval-Augmented Generation system for grounded legal answers using embeddings + vector search.

PythonEmbeddingsFAISSPromptingOpenAI
GitHub
AI App

Comify — AI Comic Generator

AI content pipeline: story → scenes → prompts → output using async task processing.

FlaskMongoDBOpenAICeleryRedis
GitHub
ML

Drug Consumption Prediction

Multi-model ML system with evaluation and performance comparison across classifiers.

Scikit-learnSVMRandom ForestMLP
GitHub
Vision

FaceMap — Face Detection App

Real-time face detection Flask app with dynamic bounding box visualization.

OpenCVFlaskNumPyCV
GitHub

Wins & Recognition

Fast execution under pressure. Strong proof of innovation + delivery.

🏆 8× Hackathon Winner

  • Amazon Sambhav National Hackathon — 2nd Position
  • CodeUtsava (NIT Raipur) — 1st Position
  • HansInnoverse (IIT Delhi) — 1st Position
  • + Enigma (1st), JIIT (2nd), KMV (2nd) and more

🥇 Case Study Winner

  • Cybersecurity Case Study (LSR - DU) — 1st
  • AI Sustainability Case Study (Gargi - DU) — 1st

⚡ What I’m Known For

  • Building copilots and LLM workflows
  • Strong ML fundamentals + delivery mindset
  • Full-stack engineering + scalable backend

Skills & Tools

A focused stack for building production-grade AI systems.

GenAI / LLM

RAG Embeddings Vector Search Prompt Engineering OpenAI APIs Hallucination Reduction

ML / Deep Learning

Scikit-learn TensorFlow Classification NLP Model Evaluation Hyperparameter Tuning

Engineering

Python Flask Django MongoDB MySQL Git Redis Celery

My Journey

A quick timeline of how I’ve grown as an engineer and builder.

2025

B.Tech AIML Completed

Built strong fundamentals in ML, deep learning, NLP, and software engineering.

2024

RAG + GenAI Systems

Built retrieval-based AI systems, embeddings workflows, and prompt-driven pipelines.

Now

Forward Deployed Engineer

Delivering real-world AI & software solutions by bridging business needs with technical implementation.

Let’s Work Together

If you’re building an AI product, I’d love to contribute.