SM Srikar Manikonda

Data Scientist · Data Analyst

Turning data into
decisions & products.

Data Scientist & Data Analyst with 2+ years combined experience, specializing in Python, SQL, machine learning, research, and analytics to support data-informed product & business strategy.

View Projects Download Resume ↓
Python SQL Machine Learning GANs Analytics Power BI / Tableau
Profile Snapshot Open to Opportunities

Experience

2+ yrs

Focus

ML & Analytics

Domains

Business, Product

Stack

Python · SQL

About

Who I am and how I work with data.

Summary

I am a Data Science and Analytics professional with experience in Python, SQL, machine learning, and BI dashboarding. I work end-to-end across the data lifecycle: extracting and cleaning data, building predictive models, creating KPI dashboards, and communicating insights to stakeholders to support business and product decision-making.

What I Do

  • Train, tune, and evaluate machine learning models for prediction and classification
  • Build dashboards and reports for KPI monitoring, business insights, and forecasting
  • Write optimized SQL for data extraction, feature preparation, and reporting automation
  • Perform exploratory data analysis (EDA) and statistical analysis to surface trends and patterns
  • Collaborate with product, business, and engineering teams to define metrics and support decision-making
  • Develop reproducible data workflows and model pipelines with cloud and containerized tools
  • Communicate analytical results and model performance to technical and non-technical audiences

Experience

Roles applying machine learning, analytics, and data workflows.

Data Scientist & Data Analyst

Inmar Intelligence · Full-time

Oct 2022 – Jul 2024

  • Built analytics workflows using Python and SQL to uncover business and consumer insights.
  • Cleaned and transformed datasets to identify trends and anomalies.
  • Trained and evaluated ML models for classification & regression.
  • Developed dashboards for stakeholders to support decision-making.
  • Integrated model outputs into reporting pipelines.
  • Gathered, cleaned, and validated multi-source datasets to ensure analysis-ready data quality.
  • Developed and optimized SQL queries for data extraction, transformation, and aggregation.
  • Performed EDA and descriptive statistics to surface customer and operational trends.
  • Built Power BI/Tableau dashboards enabling KPI monitoring and business performance tracking.
  • Collaborated with Data Scientists to prepare feature datasets for machine learning initiatives.
  • Presented analytical findings through visual summaries and presentations for business stakeholders.

Projects

Selected work showcasing ML, deep learning, and analytics.

Deep Learning · GANs

Latent Image Animator (LIA)

GAN-based latent motion transfer to animate static facial images with identity preservation.

  • PyTorch
  • TensorFlow
  • GPU Training
  • Optimized GPU training for faster convergence
  • Benchmarked against baseline animation frameworks
  • Maintained facial identity consistency via CNN modules
View Project →
LLM · Web

AI Study Buddy

Interactive AI-powered learning tool enabling real-time question answering and study guidance.

  • Python
  • LLM Orchestration
  • Web Architecture
  • Modular backend for LLM inference + state management
  • Extensible pipeline for personalization analytics
View Project →

Research

Academic work applying ML to medical imaging.

Gastric Carcinoma Detection using Hybrid Model (Transfer Learning)

View Published Paper →

Skills

Tools and technologies used to build data solutions.

Python SQL PyTorch TensorFlow Power BI Tableau Pandas NumPy GANs EDA REST APIs Docker CI/CD Linux AWS Azure

Certifications

Credentials demonstrating cloud & data proficiency.

AWS Academy Graduate — Data Engineering

AWS Academy

Issued: Dec 2024 · 40 hours

Verify on Credly →

Microsoft Certified — Azure Fundamentals

Microsoft

Issued: July 2022

Verify Certificate →

Contact

Let’s connect for roles or collaborations.

Email srikarmanikonda9@gmail.com

LinkedIn linkedin.com/in/srikar-manikonda

GitHub github.com/MSrikar7

Download Resume ↓