Kameswara Sai Srikar Manda

Machine Learning Engineer & Full-Stack Developer

Graduate student at Northeastern University, with a passion for machine learning research, AI engineering, and development. From data science foundations to AI engineering, I explore cutting-edge techniques in deep learning and artificial intelligence.

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About Me

Background

Master's student in Data Science, from data science to machine learning research and AI engineering. My background combines data science expertise with cutting-edge machine learning research, allowing me to bridge the gap between domain knowledge and technical innovation.

Current Focus

Graduate student at Northeastern University, working on cutting-edge medical technology research. Recently developed PENMOT: Permutation-Equivariant Networks for Multi-Object Tracking and researching scalable Gaussian Process approximation methods.

Experience

Professional journey and key achievements

Data Scientist

Launch Plan

January 2026 - Present

Data Scientist at a fintech startup building financial-planning tools. Designing and shipping the data and machine-learning layer behind the product — from data pipelines and feature engineering to predictive models that turn raw financial data into actionable planning insights. Working across the stack to take models from experimentation to production and collaborating closely with product and engineering on data-driven features.

Mentee - Quantum Winter School

Massachusetts Institute of Technology

January 2026

On-site program in Cambridge, Massachusetts. Gained hands-on experience in quantum computing using Qiskit and related tools.

Data Analyst / Full Stack Developer

Soverin

March 2024 - August 2024

Spearheaded end-to-end development of AI marketplace platform using React, FastAPI, AWS, and SQL, serving 10,000+ monthly users. Analyzed usage patterns from 1,900+ AI tools through statistical modeling, reducing user search time by 30%.

Web Content Writer and Developer

T3C

November 2023 - March 2024

Freelance role focusing on blockchain content creation and web development. Specialized in Python programming and web content writing for blockchain-related projects.

Frontend Developer

Decentraclasses

June 2023 - November 2023

Freelance frontend development for decentralized education platform. Built user interfaces using Express.js and modern web technologies for blockchain-based learning solutions.

Lead User Interface Designer

e-DAM IARE

October 2021 - July 2022

Part-time role leading UI/UX design initiatives in Hyderabad. Specialized in user interface design, visual design, and user experience optimization for digital products.

Education

Academic background

Master of Science in Data Science

Northeastern University

In Progress

Graduate program focusing on advanced data science methodologies, machine learning, and statistical analysis. Specializing in computer vision research and geometric deep learning applications.

B.Tech in Electronics and Communication Engineering

Institute of Aeronautical Engineering (IARE)

2019 - 2023

Undergraduate program in electronics and communication engineering, covering fundamentals of signal processing, embedded systems, and telecommunications. Foundation in engineering principles and technical problem-solving.

My Skills

Languages

Python

C++

CUDA

SQL

Java

JavaScript

TypeScript

Bash

ML & Deep Learning

PyTorch

JAX

TensorFlow

Scikit-learn

NumPy

Pandas

PyTorch Geometric

DGL

Hugging Face Transformers

timm

OpenCV

Matplotlib

Seaborn

SciPy

NLTK

spaCy

Einops

LLM & Generative AI

LangChain

LangGraph

Hugging Face

vLLM

Ollama

LoRA

QLoRA

PEFT

Unsloth

OpenAI API

Anthropic API

AutoGen

CrewAI

MCP

DSPy

MLOps & Experiment Tracking

MLFlow

Weights & Biases

DVC

Ray

Airflow

LangSmith

LangFuse

Optuna

Hydra

Data & Vector Databases

PostgreSQL

MySQL

MongoDB

SQLite

DuckDB

Redis

Pinecone

Chroma

Weaviate

Qdrant

Milvus

Elasticsearch

Cloud Platforms

AWS (SageMaker, EC2, S3, Lambda, Bedrock)

GCP (Vertex AI, BigQuery)

Azure (Azure ML)

OCI

Deployment & Infrastructure

Docker

Kubernetes

GitHub Actions

CI/CD

FastAPI

Flask

Streamlit

Gradio

ONNX

TensorRT

Triton Inference Server

BentoML

Modal

Terraform

Monitoring & Observability

Datadog

AWS CloudWatch

Prometheus

Grafana

Certifications

Professional certifications and specialized training

Agentic AI: A Framework for Planning and Execution

LinkedIn Learning

AI Agents

AI Strategy

Artificial Intelligence (AI)

AWS Serverless Knowledge

AWS

AWS Serverless

Lambda

API Gateway

Cloud Services

AWS Q -Developer Knowledge

AWS

AWS Q

Developer Tools

AI Assistant

AWS Services

Oracle Cloud Infrastructure Generative AI

Oracle

OCI

Generative AI

Cloud AI

Oracle Cloud

Google Crash Course on Python

Google

Python

Data Structures

Programming

AI Security Course

Lakera

AI Security

GenAI Threats

LLM Red Teaming

AI Governance

Quantium Data Analytics Certification

Quantium

Data Analytics

Statistical Modeling

Business Analytics

Postman Certified Student Expert

Postman

API Testing

API Development

Postman

Featured Projects

A few highlights — see them all on the projects page

GitGotchi - Your Friendly Dev Companion

Published PyPI package - A Stardew Valley X Halloween-inspired terminal companion that lives in your git repository. Features pixel art companion that evolves based on coding habits, AI-generated stories, and automatic feeding through git hooks.

Python

Terminal UI

Git Hooks

Pixel Art

CLI Tool

Visit Code

CaseWise - AI Medical Education Chatbot

Production-ready AI medical education chatbot with FastAPI backend, OpenAI GPT-4o Mini integration, JWT authentication, and MongoDB database. Features LangGraph for conversation flow management and deployed on Render with scalable architecture.

FastAPI

OpenAI GPT-4o Mini

MongoDB

LangGraph

JWT

Python

Render

Visit

PENMOT - Permutation-Equivariant Networks for Multi-Object Tracking

Research project developing permutation-equivariant neural networks for multi-object tracking using MOT17 dataset. Implementing rotation-equivariant CNNs with e2cnn library for geometric deep learning applications.

PyTorch

Computer Vision

Geometric Deep Learning

e2cnn

Object Tracking

Python

Visit Code

View all projects

Explore More

Discover my work, experience, and writings

AI Playground

LIVE DEMO

Watch a neural network train live in your browser — pick a dataset and see it learn the decision boundary in real time. No setup, just play.

Projects

Showcase of technical work

Publications

Research and articles

Blog

Thoughts and insights

Get In Touch

Let's discuss your next project or just say hello

Send a Message

I'll get back to you as soon as possible

Direct Email

Srikarmks@gmail.com

Connect With Me

GitHub LinkedIn Twitter Instagram Substack