Sree Chakri
Machine Learning Engineer • Tirupati, India • v***********@gmail.com • +91*******143 • linkedin.com/••••• • drivetube.ai/•••••
Career Objective
Machine Learning Engineer with 0 years of experience applying ML and DL to computer vision and NLP tasks; built and deployed models for road-surface irregularity classification (94% accuracy) and sentiment analysis (92% with LSTM). Strong foundation in Python, data science libraries, and cloud fundamentals; seeking an entry-level ML/Data Science role to apply model development and deployment skills.
Education
Sree Vidyanikethan Engineering College (Jawaharlal Nehru Technological University, Anantapur)
B.E. / B.Tech, Computer Science and Engineering • Tirupati / Anantapur, India • Aug 2023
Coursework: Data Structures, Full Stack Development, Software Methodology, Database Management, Machine Learning, Data Structures & Algorithms, Computer Networks
Technical Skills
Programming Language: Python,C#,Scala,JavaScript,.NET,Salesforce
Frontend Technologies: HTML,CSS,React
Databases: MySQL,DBMS
Cloud Platforms: AWS
Version Control & Development Tools: VS Code,Eclipse,PyCharm,Android Studio,Git,Jupyter Notebook
Data Analysis & Visualization: NumPy,Pandas,Matplotlib,Seaborn,SciPy
Machine Learning & AI: NLP
AI/ML Frameworks & Libraries: TensorFlow,scikit-learn,NLTK
Projects
Classification of Road Surface Irregularities for Autonomous Vehicles | May 2023 – May 2023
Tools Used: Python, TensorFlow, NumPy, Pandas, Matplotlib
- Built and deployed an ML/DL pipeline to detect and classify road surface irregularities (e.g., potholes, cracks) from image and sensor data, improving detection precision for autonomous navigation.
- Designed and trained convolutional neural network models using TensorFlow; optimized architecture and augmentation leading to >94% classification accuracy on the test set.
- Engineered preprocessing and feature pipelines in Python with NumPy and Pandas to standardize image inputs and reduce noise, improving model robustness in varied lighting and surface conditions.
- Implemented evaluation and validation procedures (confusion matrices, precision/recall by class) to identify failure modes and iterate on model improvements.
- Packaged model and inference code for deployment using lightweight serving scripts, enabling reproducible inference on validation data and demonstration pipelines.
Uncovering Customer Sentiment: Amazon Food Reviews | Dec 2021 – Dec 2021
Tools Used: Python, NLTK, scikit-learn, Pandas
- Performed end-to-end sentiment analysis on Amazon food reviews to extract customer sentiment trends and actionable insights for product improvement.
- Implemented text preprocessing and feature extraction pipelines (tokenization, stop-word removal, vectorization) using NLTK and Pandas to prepare data for modeling.
- Developed and compared classical and deep models: Naive Bayes (scikit-learn) yielded ~87% accuracy; implemented LSTM-based sequence model for improved contextual understanding reaching ~92% accuracy.
- Quantified sentiment distribution and derived business insights showing ~85% positive and 15% negative feedback; translated findings into recommendations for product and UX improvements.
- Validated model performance using cross-validation and confusion matrix analysis to identify bias toward majority classes and applied class-weighting where needed.
Certifications
AWS Academy Cloud Foundations — AWS Academy • July 2022
Salesforce Developer Virtual Internship — Salesforce (virtual internship) • Sept 2022
Agile Development Learning Track — University of Virginia via Coursera • Feb 2023
Powered by Drivetube · Create your own profile at drivetube.ai
Explore Drivetube
- Drivetube Profile — your free digital resume — at drivetube.ai/in/your-name: one true standard resume with a Hiring Snapshot (visa status, expected salary, notice period, work preference, relocation), an ATS-ready PDF download and a single shareable link. Free forever; interview requests come from verified employers and your contact details stay masked until you accept. Documentation.
- Free Job Board — verified openings crawled ATS-by-ATS from 100,000+ real company career pages across 35 ATS platforms. Shows the true posting date from the source ATS — not when a listing was indexed — and deletes every general listing 3 days after it was actually posted. No ghost jobs, no ad-sponsored listings, no staffing reposts, no account needed. Documentation.
- Job Hunt Program — managed job hunting, a one-time purchase from $199.99. JobScout matches verified roles to your real experience band, Blend AI writes a uniquely tailored resume and cover letter for every application, and the Autofill extension fills the form — or Let Us Apply submits it for you. Documentation.
- Resume Writing Services — human-written, ATS-optimised resumes by senior career writers, from ₹499.99 / $25.99. Available in every country, written to the destination country's own standard — a US resume, UK CV, German Lebenslauf and Indian resume are genuinely different documents. A paid service, separate from the free Drivetube Profile. Documentation.
- Community Membership — from $4.99/month (₹1,999/year in India). Unlocks the gated job-board filters — visa sponsorship, security clearance, workplace and application time — plus Job-Scout AI matching, Resume Report AI, Interview AI prep sheets, Recruiter Outreach AI sent from your own Gmail, Apply or Skip triage, a daily market feed and a $10,000+ library including 23 ATS-validated resume templates. Documentation.
- Drivetube Hire — for employers — hiring with no job postings and no applications. Paste your real job description and AI matches it against candidates' true standard resumes, returning ranked candidates with a match %, matched and missing skills and written reasoning. Free tier included; employers pay, candidates never do. Documentation.
Full product documentation — every product explained, with feature-by-feature comparisons against the job boards, AI apply tools, resume services and hiring platforms people actually use.
The job board covers the United States, India, United Kingdom, Canada, Europe and Australia, and Resume Writing Services are available in every country.